diff --git a/docs/source/models.rst b/docs/source/models.rst index 6aa533db..d26bc004 100644 --- a/docs/source/models.rst +++ b/docs/source/models.rst @@ -23,3 +23,6 @@ Physical Models :members: :noindex: +.. automodule:: optic.models.laser + :members: + :noindex: \ No newline at end of file diff --git a/examples/test_laser_cartledge_paper.ipynb b/examples/test_laser_cartledge_paper.ipynb new file mode 100644 index 00000000..bfcef420 --- /dev/null +++ b/examples/test_laser_cartledge_paper.ipynb @@ -0,0 +1,779 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## This example is based on article: \"Extraction pf DFB Laser Rate Equation Parameters for System Simulation Purposes\" by John C. Cartledge and R. C. Srinivasan." + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [], + "source": [ + "if 'google.colab' in str(get_ipython()): \n", + " ! git clone -b main https://github.com/edsonportosilva/OptiCommPy\n", + " from os import chdir as cd\n", + " cd('/content/OptiCommPy/')\n", + " ! pip install . " + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 36, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from IPython.core.display import HTML\n", + "from IPython.core.pylabtools import figsize\n", + "\n", + "HTML(\"\"\"\n", + "\n", + "\"\"\")" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "import random\n", + "import numpy as np\n", + "import scipy.signal as signal\n", + "from scipy.ndimage import shift\n", + "from tqdm.notebook import tqdm\n", + "from commpy.utilities import upsample" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [], + "source": [ + "from optic.dsp.core import firFilter, pulseShape\n", + "from optic.utils import parameters\n", + "import optic.models.laser as laser" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [], + "source": [ + "figsize(9,6)\n", + "plt.style.use('bmh')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Simulation - Cartledge (JLT, vol. 15, no. 15, 852-860, 1997)" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [], + "source": [ + "laser_dfb_parameters = parameters()\n", + "# Use parameters from Table II - bias current = 35 mA\n", + "laser_dfb_parameters.noise_terms = False\n", + "laser_dfb_parameters.v = 1.98e-11 # [cm3] active layer volume\n", + "laser_dfb_parameters.tau_n = 0.76e-9 # [s] electron lifetime\n", + "laser_dfb_parameters.a0 = 2.5e-16 # [cm2] active layer gain coefficient\n", + "laser_dfb_parameters.vg = 6.36e+9 # [cm/s] group velocity\n", + "laser_dfb_parameters.n_t = 1.0e18 # [cm-1] carrier density at transparency\n", + "laser_dfb_parameters.epsilon = 1.48e-17 # [cm3] gain compression factor\n", + "laser_dfb_parameters.tau_p = 0.79e-12 # [s] photon lifetime\n", + "laser_dfb_parameters.gamma = 0.24 # mode confinement factor\n", + "laser_dfb_parameters.beta = 1.0e-4 # fraction of spontaneous emission coupling\n", + "laser_dfb_parameters.alpha = 2.7 # linewidth enchancement factor\n", + "laser_dfb_parameters.sigma = 2e-20 # gain cross section\n", + "laser_dfb_parameters.i_bias = 0.020 # [A] i_bias\n", + "laser_dfb_parameters.i_max = 0.030 # [A] i_max\n", + "laser_dfb_parameters.eta_0 = 0.2 # total differential quantum efficiency\n", + "laser_dfb_parameters.lmbd = 1554.3e-9 # [m] wavelength" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [], + "source": [ + "# simulation parameters\n", + "SpS = 128\n", + "Rs = 2.5e9 # Symbol rate (for OOK case Rs = Rb)\n", + "Tsymb = 1/Rs # Symbol period in seconds\n", + "Fs = 1/(Tsymb/SpS) # Signal sampling frequency (samples/second)\n", + "Ts = 1/Fs # Sampling period" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Large-signal solutions of the rate equations - Fig. 10." + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [], + "source": [ + "# generate pseudo-random bit sequence\n", + "bitsTx = [0,1,0,0]\n", + "\n", + "# upsampling\n", + "symbolsUp = upsample(bitsTx, SpS)\n", + "\n", + "# typical NRZ pulse\n", + "pulse = pulseShape('rect', SpS)\n", + "pulse = pulse/max(abs(pulse))\n", + "\n", + "# pulse formatting\n", + "sigTx = firFilter(pulse, symbolsUp)\n", + "\n", + "sigTx = shift(sigTx, int(SpS/2), cval=sigTx[0])\n", + "t = np.arange(0,SpS*len(bitsTx))*Ts" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [], + "source": [ + "# RC filter\n", + "def rc_filter(R, C, Fs, filter_type):\n", + " if (1/(2*np.pi*R*C) > Fs/2):\n", + " ('This analog filter cannot be realized with this sample rate') \n", + " # Default to allpass if invalid type is selected\n", + " b = [1, 0]\n", + " a = [1, 0]\n", + " # Constants\n", + " RC = R * C\n", + " T = 1 / Fs\n", + " # Analog Cutoff Fc\n", + " w = 1 / (RC)\n", + " # Prewarped coefficient for Bilinear transform\n", + " A = 1 / (np.tan((w*T) / 2))\n", + " if(filter_type=='high'):\n", + " b[0] = (A) / (1 + A)\n", + " b[1] = -b[0]\n", + " a[1] = (1 - A) / (1 + A)\n", + " if(filter_type=='low'):\n", + " b[0] = (1) / (1 + A)\n", + " b[1] = b[0]\n", + " a[1] = (1 - A) / (1 + A)\n", + " return a,b\n", + "# Filter parameters\n", + "R = 59.17\n", + "C = 1.e-12\n", + "# Filter cut-off\n", + "f_cut = 1./(2.*np.pi*R*C)\n", + "# Signal filtering\n", + "a,b=rc_filter(R, C, Fs, 'low')\n", + "zi = signal.lfilter_zi(b, a)\n", + "z, _ = signal.lfilter(b, a, sigTx, zi=zi*sigTx[0])" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "metadata": {}, + "outputs": [], + "source": [ + "current = parameters()\n", + "current.t = t\n", + "current.signal = z" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "c:\\Users\\Adolfo\\anaconda3\\envs\\gdsfactory\\Lib\\site-packages\\matplotlib\\cbook.py:1699: ComplexWarning: Casting complex values to real discards the imaginary part\n", + " return math.isfinite(val)\n", + "c:\\Users\\Adolfo\\anaconda3\\envs\\gdsfactory\\Lib\\site-packages\\matplotlib\\cbook.py:1345: ComplexWarning: Casting complex values to real discards the imaginary part\n", + " return np.asarray(x, float)\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot bits, rf signal and filtered signal\n", + "plt.figure(figsize=(6,4))\n", + "plt.plot(current.t*Rs, sigTx, label = 'RF binary signal', linewidth=2)\n", + "plt.plot(current.t*Rs, current.signal, label = 'Filtered RF signal', linewidth=2)\n", + "plt.plot(t[int(SpS/2)::SpS]*Rs, bitsTx, 'ro')\n", + "plt.title('Cut-off frequency: %.3f GHz - Rise Time: %.3f [ps]'%(1e-9*f_cut,2.2*R*C*1e12), fontsize=12)\n", + "plt.ylabel('Amplitude (a.u.)')\n", + "plt.xlabel('Time [t/T]')\n", + "plt.xlim([0,4])\n", + "plt.legend(loc='upper right')\n", + "plt.grid(True)" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": {}, + "outputs": [], + "source": [ + "# Solve rate equations\n", + "laser_dfb_parameters,current,sol = laser.laser_dfb(laser_dfb_parameters,current)\n", + "out = laser.laser_dynamic_response(sol['y'], laser_dfb_parameters)" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "I_threshold: 18.020 mA\n", + "I_on: 49.964 mA\n", + "I_off: 20.000 mA\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot power and chirp. Compare with Fig. 8 from Cartledge.\n", + "fig,ax = plt.subplots(2,1,sharex=True)\n", + "ax[0].plot(Rs*current.t,1e3*np.abs(out.e_out)**2)\n", + "ax[0].set_ylabel('Power [mW]')\n", + "ax[0].set_xlim([0,4])\n", + "ax[0].set_ylim([0,4])\n", + "ax[1].plot(Rs*current.t,1e-9*out.chirp)\n", + "ax[1].set_xlabel('Time [t/T]')\n", + "ax[1].set_ylabel('Chirp [GHz]')\n", + "ax[1].set_xlim([0,4])\n", + "ax[1].set_ylim([-5,20])\n", + "plt.tight_layout()\n", + "print('I_threshold: %.3f mA'%(1e3*laser_dfb_parameters.ith))\n", + "print('I_on: %.3f mA'%(1e3*np.real(current.signal.max())))\n", + "print('I_off: %.3f mA'%(1e3*np.real(current.signal.min())))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Intensity modulation frequency response - See Fig. 5" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Table I - 23, 35 and 45 mA" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [], + "source": [ + "laser_23mA = laser_dfb_parameters\n", + "laser_23mA.i_bias = 0.023\n", + "laser_23mA.i_max = 0.0\n", + "\n", + "laser_23mA,_,sol_23mA = laser.laser_dfb(laser_23mA,current)\n", + "out_23mA = laser.laser_dynamic_response(sol_23mA['y'], laser_23mA)" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Y0 = 7.821e+09 [s^(-1)]\n", + "Z0 = 5.971e+20 [Hz^2]\n", + "P0 = 0.392 [mW]\n" + ] + } + ], + "source": [ + "f = np.linspace(50e6,12e9,200)\n", + "Y0, Z0, H0 = laser.get_im_response(laser_23mA,out_23mA,f)\n", + "_, _, Ha0 = laser.get_im_response(laser_23mA,out_23mA,f,type='approx.')\n", + "# Compare these results with that presented in Table II for I_bias = 35 mA - Cartledge paper.\n", + "print(\"Y0 = %.3e [s^(-1)]\\nZ0 = %.3e [Hz^2]\\nP0 = %.3f [mW]\" %(Y0, Z0, 1e3*out_23mA.power[-1]))" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "metadata": {}, + "outputs": [], + "source": [ + "laser_35mA = laser_dfb_parameters\n", + "laser_35mA.i_bias = 0.035\n", + "laser_35mA.i_max = 0.0\n", + "\n", + "laser_35mA,_,sol_35mA = laser.laser_dfb(laser_35mA,current)\n", + "out_35mA = laser.laser_dynamic_response(sol_35mA['y'], laser_35mA)" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Y1 = 2.135e+10 [s^(-1)]\n", + "Z1 = 2.005e+21 [Hz^2]\n", + "P1 = 1.333 [mW]\n" + ] + } + ], + "source": [ + "Y1, Z1, H1 = laser.get_im_response(laser_35mA,out_35mA,f)\n", + "_, _, Ha1 = laser.get_im_response(laser_35mA,out_35mA,f,type='approx.')\n", + "# Compare these results with that presented in Table II for I_bias = 35 mA - Cartledge paper.\n", + "print(\"Y1 = %.3e [s^(-1)]\\nZ1 = %.3e [Hz^2]\\nP1 = %.3f [mW]\" %(Y1, Z1, 1e3*out_35mA.power[-1]))" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": {}, + "outputs": [], + "source": [ + "laser_45mA = laser_dfb_parameters\n", + "laser_45mA.i_bias = 0.045\n", + "laser_45mA.i_max = 0.0\n", + "\n", + "laser_45mA,_,sol_45mA = laser.laser_dfb(laser_45mA,current)\n", + "out_45mA = laser.laser_dynamic_response(sol_45mA['y'], laser_45mA)" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Y2 = 3.309e+10 [s^(-1)]\n", + "Z2 = 3.175e+21 [Hz^2]\n", + "P2 = 2.129 [mW]\n" + ] + } + ], + "source": [ + "Y2, Z2, H2 = laser.get_im_response(laser_45mA,out_45mA,f)\n", + "_, _, Ha2 = laser.get_im_response(laser_45mA,out_45mA,f,type='approx.')\n", + "# Compare these results with that presented in Table II for I_bias = 35 mA - Cartledge paper.\n", + "print(\"Y2 = %.3e [s^(-1)]\\nZ2 = %.3e [Hz^2]\\nP2 = %.3f [mW]\" %(Y2, Z2, 1e3*out_45mA.power[-1]))" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 54, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig,ax = plt.subplots(2,1,sharex=True)\n", + "ax[0].plot(1e-9*f, 20*np.log10(np.abs(H0)),label='H0 - 23 mA')\n", + "ax[0].plot(1e-9*f, 20*np.log10(np.abs(Ha0)),'--',label='Ha0 - 23 mA')\n", + "ax[0].plot(1e-9*f, 20*np.log10(np.abs(H1)),label='H1 - 35 mA')\n", + "ax[0].plot(1e-9*f, 20*np.log10(np.abs(Ha1)),'--',label='Ha1 - 35 mA')\n", + "ax[0].plot(1e-9*f, 20*np.log10(np.abs(H2)),label='H2 - 45 mA')\n", + "ax[0].plot(1e-9*f, 20*np.log10(np.abs(Ha2)),'--',label='Ha2 - 45 mA')\n", + "ax[0].set_ylabel('IM Response [dBW/A]')\n", + "ax[0].legend(loc='lower left')\n", + "\n", + "# Compare with Fig. 7 of Cartledge paper.\n", + "ax[1].plot(1e-9*f, 20*np.log10(np.abs(H1)/np.abs(H0)), label = 'H - 23 mA, 35 mA')\n", + "ax[1].plot(1e-9*f, 20*np.log10(np.abs(Ha1)/np.abs(Ha0)),'--', label = 'Ha - 23 mA, 35 mA')\n", + "ax[1].plot(1e-9*f, 20*np.log10(np.abs(H2)/np.abs(H0)), label = 'H - 23 mA, 45 mA')\n", + "ax[1].plot(1e-9*f, 20*np.log10(np.abs(Ha2)/np.abs(Ha0)),'--', label = 'Ha - 23 mA, 45 mA')\n", + "ax[1].set_ylabel('Response Subtraction [dB]')\n", + "ax[1].set_xlim(1e-9*np.array([f.min(),f.max()]))\n", + "ax[1].set_ylim(-10,20)\n", + "ax[1].set_xlabel('Modulation Frequency [GHz]')\n", + "ax[1].legend(loc='lower right')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Frequency response fit" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "metadata": {}, + "outputs": [], + "source": [ + "def mag_sub_ext(f,y0,z0,y1,z1):\n", + " return 20*np.log10(np.abs(laser.im_response_hf(f,y1,z1))/np.abs(laser.im_response_hf(f,y0,z0)))\n", + "\n", + "def mag_sub_app(f,y0,z0,y1,z1):\n", + " return 20*np.log10(np.abs(laser.im_response_haf(f,y1,z1))/np.abs(laser.im_response_haf(f,y0,z0)))" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[Fit Statistics]]\n", + " # fitting method = leastsq\n", + " # function evals = 65\n", + " # data points = 200\n", + " # variables = 4\n", + " chi-square = 5.7059e-26\n", + " reduced chi-square = 2.9112e-28\n", + " Akaike info crit = -12676.8066\n", + " Bayesian info crit = -12663.6133\n", + "[[Variables]]\n", + " y0: 7.8210e+09 +/- 4.5251e-06 (0.00%) (init = 1e+10)\n", + " z0: 5.9710e+20 +/- 122436.086 (0.00%) (init = 1e+20)\n", + " y1: 2.1350e+10 +/- 1.1766e-05 (0.00%) (init = 5e+10)\n", + " z1: 2.0050e+21 +/- 365774.324 (0.00%) (init = 5e+20)\n", + "[[Correlations]] (unreported correlations are < 0.500)\n", + " C(z0, y1) = -0.6361\n" + ] + } + ], + "source": [ + "import lmfit\n", + "\n", + "# Data\n", + "x = f\n", + "y = mag_sub_ext(f,7.821e+09,5.971e+20,2.135e+10,2.005e+21)\n", + "# Define Y0, Z0, Y1, Z1 as described in Cartledge paper - pag. 853.\n", + "fit_params = lmfit.Parameters()\n", + "fit_params.add('y0', value = 1.0e10,min=1.0e9, max=1.0e11)\n", + "fit_params.add('z0', value = 1.0e20,min=1.0e19,max=1.0e22)\n", + "fit_params.add('y1', value = 5.0e10,min=1.0e9, max=1.0e11)\n", + "fit_params.add('z1', value = 5.0e20,min=1.0e19,max=1.0e22)\n", + "# Define fit function\n", + "def myfunc(params, x, data=None):\n", + " model = mag_sub_ext(x,params['y0'].value,params['z0'].value,params['y1'].value,params['z1'].value)\n", + " return model - data\n", + "# Fit using leastsq method (Levenberg-Marquardt).\n", + "mi = lmfit.minimize(myfunc, fit_params, args=(f,y), method='leastsq', nan_policy='omit')\n", + "lmfit.printfuncs.report_fit(mi, min_correl=0.5)" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot results\n", + "plt.figure(figsize=(6,4))\n", + "plt.plot(1e-9*f, y, 'o')\n", + "plt.plot(1e-9*f, myfunc(fit_params, x, y) + y, '--', label='initial fit')\n", + "plt.plot(1e-9*f, myfunc(mi.params, x, y) + y, 'k', label='best fit')\n", + "plt.xlabel('Frequency [GHz]')\n", + "plt.ylabel('Response Subtraction [dB]')\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Damping factor and ressonance frequency - Fig. 6" + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "metadata": {}, + "outputs": [], + "source": [ + "Z = np.array([Z0, Z1, Z2])\n", + "Y = np.array([Y0, Y1, Y2])\n", + "fr_10 = np.sqrt(Z-0.5*Y**2)/(2*np.pi)\n", + "fr_11 = np.sqrt(Z)/(2*np.pi)\n", + "\n", + "coef_10= np.polyfit(fr_10**2, Y, 1)\n", + "poly1d_fn_10 = np.poly1d(coef_10) \n", + "coef_11 = np.polyfit(fr_11**2, Y, 1)\n", + "poly1d_fn_11 = np.poly1d(coef_11) \n", + "\n", + "frq_fit = np.array([0,1e18*100])" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(6,4))\n", + "plt.plot(1e-18*fr_10**2, 1e-9*Y, 's', color = 'r', label = 'Exact response - $K$ = %.2f ns'%(1e9*coef_10[0]))\n", + "plt.plot(1e-18*frq_fit, 1e-9*poly1d_fn_10(frq_fit), '--', color = 'r')\n", + "\n", + "plt.plot(1e-18*fr_11**2, 1e-9*Y, 'o', color = 'b', label = 'Approximate response - $K$ = %.2f ns'%(1e9*coef_11[0]))\n", + "plt.plot(1e-18*frq_fit, 1e-9*poly1d_fn_11(frq_fit), '--', color = 'b')\n", + "\n", + "plt.xlim([0,100])\n", + "plt.ylim([0,40])\n", + "plt.xlabel('(Resonance Frequency)$^2$ [GHz$^2$]')\n", + "plt.ylabel(r'Damping Factor ($\\times 10^9$) [s$^{-1}$]')\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### LI plot - See Fig. 14." + ] + }, + { + "cell_type": "code", + "execution_count": 60, + "metadata": {}, + "outputs": [], + "source": [ + "# generate pseudo-random bit sequence\n", + "bitsTx = [0, 0, 0, 0] \n", + "\n", + "# upsampling\n", + "symbolsUp = upsample(bitsTx, SpS)\n", + "\n", + "# typical NRZ pulse\n", + "pulse = pulseShape('rect', SpS)\n", + "pulse = pulse/max(abs(pulse))\n", + "\n", + "# pulse formatting\n", + "sigTx = firFilter(pulse, symbolsUp)\n", + "\n", + "sigTx = shift(sigTx, int(SpS/2), cval=sigTx[0])\n", + "t = np.arange(0,SpS*len(bitsTx))*Ts" + ] + }, + { + "cell_type": "code", + "execution_count": 61, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "f201e5ee2d74434ca9e4ae97f261053e", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + " 0%| | 0/36 [00:00" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig,ax = plt.subplots(figsize=(6,4))\n", + "ax.plot(1e3*li_current,1e3*li_power, 'o-')\n", + "ax.set_xlabel('Current [mA]')\n", + "ax.set_ylabel('Power [mW]')\n", + "ax.set_xlim([15,50])\n", + "ax.set_ylim([-0.1,3.0])\n", + "ax.yaxis.get_ticklocs(minor=True)\n", + "ax.minorticks_on()\n", + "\n", + "xs = np.array([23,35,45])\n", + "ys = 1e3*li_power[np.array([8,20,30])]\n", + "for x,y in zip(xs,ys):\n", + " label = \"{:.2f}\".format(y)\n", + " plt.annotate(label, (x,y),\n", + " textcoords=\"offset points\",\n", + " xytext=(0,10),\n", + " ha='center')\n", + "\n", + "plt.show()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.7" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/examples/test_laser_fatatin_paper.ipynb b/examples/test_laser_fatatin_paper.ipynb new file mode 100644 index 00000000..242fe8ff --- /dev/null +++ b/examples/test_laser_fatatin_paper.ipynb @@ -0,0 +1,703 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Numerical Simulation of Intensity and Phase Noise From Extracted Parameters for CW DFB Lasers\" by I. Fatadin, D. Ives and M. Wicks." + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [], + "source": [ + "if 'google.colab' in str(get_ipython()): \n", + " ! git clone -b main https://github.com/edsonportosilva/OptiCommPy\n", + " from os import chdir as cd\n", + " cd('/content/OptiCommPy/')\n", + " ! pip install . " + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from IPython.core.display import HTML\n", + "from IPython.core.pylabtools import figsize\n", + "\n", + "HTML(\"\"\"\n", + "\n", + "\"\"\")" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "import random\n", + "import numpy as np\n", + "import scipy.signal as signal\n", + "from scipy.constants import h,e\n", + "from scipy.ndimage import shift\n", + "from tqdm.notebook import tqdm\n", + "from commpy.utilities import upsample" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [], + "source": [ + "from optic.dsp.core import firFilter, pulseShape\n", + "from optic.utils import parameters\n", + "import optic.models.laser as laser" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [], + "source": [ + "figsize(9,6)\n", + "plt.style.use('bmh')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Simulation" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [], + "source": [ + "laser_dfb_parameters = parameters()\n", + "laser_dfb_parameters.noise_terms = True\n", + "laser_dfb_parameters.v = 1.0 # [cm3] active layer volume\n", + "laser_dfb_parameters.tau_n = 0.33e-9 # [s] electron lifetime\n", + "laser_dfb_parameters.a0 = 2.50e-6 # [cm2] active layer gain coefficient\n", + "laser_dfb_parameters.vg = 4.52e+9 # [cm/s] group velocity\n", + "laser_dfb_parameters.n_t = 8.2e6 # [cm-1] carrier density at transparency\n", + "laser_dfb_parameters.epsilon = 4.58e-8 # [cm3] gain compression factor\n", + "laser_dfb_parameters.tau_p = 7.15e-12 # [s] photon lifetime\n", + "laser_dfb_parameters.gamma = 1.0 # mode confinement factor\n", + "laser_dfb_parameters.beta = 3.54e-5 # fraction of spontaneous emission coupling\n", + "laser_dfb_parameters.alpha = 1.55 # linewidth enchancement factor\n", + "laser_dfb_parameters.sigma = 2e-20 # gain cross section\n", + "laser_dfb_parameters.i_bias = 0.0129 # [A] i_bias\n", + "laser_dfb_parameters.i_max = 0.0300 # [A] i_max\n", + "laser_dfb_parameters.eta_0 = 0.21 # total differential quantum efficiency\n", + "laser_dfb_parameters.lmbd = .5*1554.3e-9 # [m] wavelength" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [], + "source": [ + "# simulation parameters\n", + "SpS = 256\n", + "Rs = 2.5e9 # Symbol rate (for OOK case Rs = Rb)\n", + "Tsymb = 1/Rs # Symbol period in seconds\n", + "Fs = 1/(Tsymb/SpS) # Signal sampling frequency (samples/second)\n", + "Ts = 1/Fs # Sampling period" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [], + "source": [ + "# generate pseudo-random bit sequence\n", + "bitsTx = [0,1,0,1,0] \n", + "\n", + "# upsampling\n", + "symbolsUp = upsample(bitsTx, SpS)\n", + "\n", + "# typical NRZ pulse\n", + "pulse = pulseShape('rect', SpS)\n", + "pulse = pulse/max(abs(pulse))\n", + "\n", + "# pulse formatting\n", + "sigTx = firFilter(pulse, symbolsUp)\n", + "\n", + "sigTx = shift(sigTx, int(SpS/2), cval=sigTx[0])\n", + "t = np.arange(0,SpS*len(bitsTx))*Ts" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [], + "source": [ + "# RC filter\n", + "def rc_filter(R, C, Fs, filter_type):\n", + " if (1/(2*np.pi*R*C) > Fs/2):\n", + " ('This analog filter cannot be realized with this sample rate') \n", + " # Default to allpass if invalid type is selected\n", + " b = [1, 0]\n", + " a = [1, 0]\n", + " # Constants\n", + " RC = R * C\n", + " T = 1 / Fs\n", + " # Analog Cutoff Fc\n", + " w = 1 / (RC)\n", + " # Prewarped coefficient for Bilinear transform\n", + " A = 1 / (np.tan((w*T) / 2))\n", + " if(filter_type=='high'):\n", + " b[0] = (A) / (1 + A)\n", + " b[1] = -b[0]\n", + " a[1] = (1 - A) / (1 + A)\n", + " if(filter_type=='low'):\n", + " b[0] = (1) / (1 + A)\n", + " b[1] = b[0]\n", + " a[1] = (1 - A) / (1 + A)\n", + " return a,b\n", + "# Filter parameters\n", + "R = 59.17\n", + "C = 1.e-12\n", + "# Filter cut-off\n", + "f_cut = 1./(2.*np.pi*R*C)\n", + "# Signal filtering\n", + "a,b=rc_filter(R, C, Fs, 'low')\n", + "zi = signal.lfilter_zi(b, a)\n", + "z, _ = signal.lfilter(b, a, sigTx, zi=zi*sigTx[0])" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "c:\\Users\\Adolfo\\anaconda3\\envs\\gdsfactory\\Lib\\site-packages\\matplotlib\\cbook.py:1699: ComplexWarning: Casting complex values to real discards the imaginary part\n", + " return math.isfinite(val)\n", + "c:\\Users\\Adolfo\\anaconda3\\envs\\gdsfactory\\Lib\\site-packages\\matplotlib\\cbook.py:1345: ComplexWarning: Casting complex values to real discards the imaginary part\n", + " return np.asarray(x, float)\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot bits, rf signal and filtered signal\n", + "plt.figure(figsize=(6,4))\n", + "plt.plot(t*Rs, sigTx, label = 'RF binary signal', linewidth=2)\n", + "plt.plot(t*Rs, z, label = 'Filtered RF signal', linewidth=2)\n", + "plt.plot(t[int(SpS/2)::SpS]*Rs, bitsTx, 'ro')\n", + "plt.title('Cut-off frequency: %.3f GHz - Rise Time: %.3f [ps]'%(1e-9*f_cut,2.2*R*C*1e12), fontsize=12)\n", + "plt.ylabel('Amplitude (a.u.)')\n", + "plt.xlabel('Time [t/T]')\n", + "plt.xlim([0,4])\n", + "plt.legend(loc='upper right')\n", + "plt.grid(True)" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [], + "source": [ + "current = parameters()\n", + "current.t = t\n", + "current.signal = z" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "c:\\Users\\Adolfo\\anaconda3\\envs\\gdsfactory\\Lib\\site-packages\\optic\\models\\laser.py:442: RuntimeWarning: invalid value encountered in sqrt\n", + " fs = np.random.randn() * np.sqrt(dss) * t_step_sqrt\n", + "c:\\Users\\Adolfo\\anaconda3\\envs\\gdsfactory\\Lib\\site-packages\\optic\\models\\laser.py:443: RuntimeWarning: invalid value encountered in sqrt\n", + " fp = np.random.randn() * np.sqrt(dpp) * t_step_sqrt\n" + ] + } + ], + "source": [ + "# Solve rate equations\n", + "laser_dfb_parameters,current,sol = laser.laser_dfb(laser_dfb_parameters,current)\n", + "out = laser.laser_dynamic_response(sol['y'], laser_dfb_parameters)" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [], + "source": [ + "def dpc_axis(ax,x,y):\n", + " axt = ax.twinx()\n", + " axt.plot(x, y,'r--',alpha=0.5)\n", + " axt.grid(False)\n", + " axt.tick_params(right=False, labelright=False)\n", + " return axt" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Max. chirp freq. excursion: 6.517 GHz\n", + "Min. chirp freq. excursion: -1.869 GHz\n", + "I_threshold: 9.990 mA\n", + "I_on: 42.865 mA\n", + "I_off: 12.900 mA\n" + ] + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ax = laser.plot(current.t,out)\n", + "dpc_axis(ax[0,0],1e9*current.t, 1e3*current.signal)\n", + "dpc_axis(ax[0,1],1e9*current.t, 1e3*current.signal)\n", + "dpc_axis(ax[1,0],1e9*current.t, 1e3*current.signal)\n", + "dpc_axis(ax[1,1],1e9*current.t, 1e3*current.signal)\n", + "# See pag. 58 from Espeyear reference.\n", + "print('Max. chirp freq. excursion: %.3f GHz' %(1e-9*out.chirp.max()))\n", + "print('Min. chirp freq. excursion: %.3f GHz' %(1e-9*out.chirp.min()))\n", + "print('I_threshold: %.3f mA'%(1e3*laser_dfb_parameters.ith))\n", + "print('I_on: %.3f mA'%(1e3*np.real(current.signal.max())))\n", + "print('I_off: %.3f mA'%(1e3*np.real(current.signal.min())))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### RIN and Linewidth" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [], + "source": [ + "# simulation parameters\n", + "SpS = 16\n", + "Rs = 3.125e9 # Symbol rate (for OOK case Rs = Rb)\n", + "Tsymb = 1/Rs # Symbol period in seconds\n", + "Fs = 1/(Tsymb/SpS) # Signal sampling frequency (samples/second)\n", + "Ts = 1/Fs # Sampling period" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": {}, + "outputs": [], + "source": [ + "# generate bit sequence of \"0\"\n", + "bitsTx = np.zeros(2**12)\n", + "\n", + "# upsampling\n", + "symbolsUp = upsample(bitsTx, SpS)\n", + "\n", + "# typical NRZ pulse\n", + "pulse = pulseShape('rect', SpS)\n", + "pulse = pulse/max(abs(pulse))\n", + "\n", + "# pulse formatting\n", + "sigTx = firFilter(pulse, symbolsUp)\n", + "sigTx = shift(sigTx, int(SpS/2), cval=sigTx[0])\n", + "t = np.arange(0,SpS*len(bitsTx))*Ts" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Number of points: 65536\n", + "Sample rate [THz]: 0.050\n", + "Time window [ns]: 1310.720\n", + "Time spacing [ps]: 20.000\n", + "Frequency spacing [GHz]: 0.000763\n", + "Central wavelength [nm]: 777.15\n", + "\n" + ] + } + ], + "source": [ + "# information TX\n", + "print('Number of points: %d' %(len(sigTx)))\n", + "print('Sample rate [THz]: %5.3f' %(1e-12*Fs))\n", + "print('Time window [ns]: %5.3f' %(1e9*len(sigTx)/Fs))\n", + "print('Time spacing [ps]: %5.3f' %(1e12*Ts))\n", + "print('Frequency spacing [GHz]: %f' %(1e-9*Fs/len(sigTx)))\n", + "print('Central wavelength [nm]: %6.2f' %(1e9*laser_dfb_parameters.lmbd))\n", + "print('')" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [], + "source": [ + "current = parameters()\n", + "current.t = t\n", + "current.signal = sigTx" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "metadata": {}, + "outputs": [], + "source": [ + "# Solve rate equations\n", + "laser_dfb_parameters,current,sol = laser.laser_dfb(laser_dfb_parameters,current)\n", + "out = laser.laser_dynamic_response(sol['y'], laser_dfb_parameters)" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(100000.0, 160000.0)" + ] + }, + "execution_count": 50, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ax = laser.plot(current.t,out)\n", + "ax[0,0].set_xlim([100,150])\n", + "ax[0,0].set_ylim([0.4,0.6])\n", + "ax[1,0].set_xlim([100,150])\n", + "ax[1,0].set_ylim([-3,3])\n", + "ax[0,1].set_xlim([100,150])\n", + "ax[0,1].set_ylim([2.04e7,2.1e7])\n", + "ax[1,1].set_xlim([100,150])\n", + "ax[1,1].set_ylim([1.0e5,1.6e5])" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(0.75, 1.2)" + ] + }, + "execution_count": 51, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Equation [13] of reference.\n", + "p_t = laser_dfb_parameters.eta_0*h*laser_dfb_parameters.freq_0/laser_dfb_parameters.tau_p * out.S\n", + "plt.figure(figsize=(6,4))\n", + "plt.plot(1e9*current.t, 1e3*p_t)\n", + "plt.xlabel('Time [ns]')\n", + "plt.ylabel('Power [mW]')\n", + "plt.xlim([100,150])\n", + "plt.ylim([.75,1.20])" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": {}, + "outputs": [], + "source": [ + "indx = np.squeeze(np.argwhere(t > 100e-9))\n", + "p_t = p_t[indx[0]:]\n", + "p_mean = np.mean(p_t)\n", + "p_delta = p_t #- p_mean" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "metadata": {}, + "outputs": [], + "source": [ + "# Get RIN\n", + "F, P = signal.periodogram(p_delta, Fs, scaling='density')\n", + "rin = P/p_mean**2\n", + "# Filter\n", + "b = signal.firwin(numtaps = 50, cutoff = 0.01, window='hamming')\n", + "rin_t = firFilter(b, rin)" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "metadata": {}, + "outputs": [], + "source": [ + "# Get FN\n", + "Fc, C = signal.periodogram(out.chirp[indx[:]], Fs, scaling='density')\n", + "# Filter\n", + "b = signal.firwin(numtaps = 50, cutoff = 0.01, window='hamming')\n", + "phase_noise = firFilter(b, C)" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(0.01, 10)" + ] + }, + "execution_count": 55, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot\n", + "plt.figure(figsize=(6,4))\n", + "plt.semilogx(1e-9*Fc,C)\n", + "plt.semilogx(1e-9*Fc,phase_noise)\n", + "plt.xlabel('Frequency [GHz]')\n", + "plt.ylabel('FN [Hz]')\n", + "plt.xlim([0.01,10])" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "metadata": {}, + "outputs": [], + "source": [ + "# Analytical RIN\n", + "I = laser_dfb_parameters.i_bias\n", + "g = 1.13e4\n", + "# Normalize epsilon and n_t as Table I - from ref.\n", + "laser_dfb_parameters.epsilon = laser_dfb_parameters.epsilon/laser_dfb_parameters.v\n", + "laser_dfb_parameters.n_t = laser_dfb_parameters.n_t*laser_dfb_parameters.v" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "metadata": {}, + "outputs": [], + "source": [ + "a = e*(laser_dfb_parameters.epsilon + g*laser_dfb_parameters.tau_n)\n", + "b = e+g*laser_dfb_parameters.tau_p*((1-laser_dfb_parameters.beta)*laser_dfb_parameters.n_t*e - laser_dfb_parameters.tau_n*I)-laser_dfb_parameters.beta*laser_dfb_parameters.epsilon*laser_dfb_parameters.tau_p*I\n", + "c = -laser_dfb_parameters.beta*laser_dfb_parameters.tau_p*I" + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "metadata": {}, + "outputs": [], + "source": [ + "S = (-b + np.sqrt(b**2-4*a*c))/(2*a)\n", + "N = (laser_dfb_parameters.tau_n/e)*((I*(1+laser_dfb_parameters.epsilon*S)+g*laser_dfb_parameters.n_t*e*S)/(1+laser_dfb_parameters.epsilon*S+g*S*laser_dfb_parameters.tau_n))" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "metadata": {}, + "outputs": [], + "source": [ + "Y = 1/laser_dfb_parameters.tau_n + 1/laser_dfb_parameters.tau_p + g/(1+laser_dfb_parameters.epsilon*S) * (S-(N-laser_dfb_parameters.n_t)/(1+laser_dfb_parameters.epsilon*S))\n", + "Z = 1/(laser_dfb_parameters.tau_n*laser_dfb_parameters.tau_p)+ g/(1+laser_dfb_parameters.epsilon*S) * (S/laser_dfb_parameters.tau_p - ((1-laser_dfb_parameters.beta)/laser_dfb_parameters.tau_n) * (N-laser_dfb_parameters.n_t)/(1+laser_dfb_parameters.epsilon*S))\n", + "A = ((1/laser_dfb_parameters.tau_n**2)*((1-laser_dfb_parameters.beta)**2+laser_dfb_parameters.beta/S)+g/(1+laser_dfb_parameters.epsilon*S)*(2/laser_dfb_parameters.tau_n + (S/laser_dfb_parameters.beta) * (g/(1+laser_dfb_parameters.epsilon*S))))**-1\n", + "R = 2*(laser_dfb_parameters.tau_p**2)*((1+laser_dfb_parameters.epsilon*S)**2)*N\n", + "R = R * (laser_dfb_parameters.beta*(S*(1-laser_dfb_parameters.beta)**2+laser_dfb_parameters.beta)*(1+laser_dfb_parameters.epsilon*S)**2+g*S*laser_dfb_parameters.tau_n*(g*S*laser_dfb_parameters.tau_n+2*laser_dfb_parameters.beta*laser_dfb_parameters.epsilon*S+2*laser_dfb_parameters.beta))\n", + "R = R/(S**2*laser_dfb_parameters.tau_n*(laser_dfb_parameters.tau_p*g*(1-laser_dfb_parameters.beta)*(N-laser_dfb_parameters.n_t)-(1+laser_dfb_parameters.epsilon*S)*(g*S*laser_dfb_parameters.tau_n+(1+laser_dfb_parameters.epsilon*S)))**2)" + ] + }, + { + "cell_type": "code", + "execution_count": 60, + "metadata": {}, + "outputs": [], + "source": [ + "f = np.linspace(50e6,8e9,1000)\n", + "w = 2*np.pi*f\n", + "RIN = (R*Z**2*(1+A*w**2))/(Z**2+(Y**2-2*Z)*w**2+w**4)" + ] + }, + { + "cell_type": "code", + "execution_count": 61, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 61, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Compare \n", + "plt.figure(figsize=(6,4))\n", + "plt.plot(1e-9*F, 10*np.log10(rin),'.',label='Simulated')\n", + "plt.plot(1e-9*F, 10*np.log10(rin_t),'k.',label='Filtered')\n", + "plt.plot(1e-9*f, 10*np.log10(RIN),label='Analytical')\n", + "plt.title('Laser linewidth = %.3f MHz'%(1e-6*phase_noise[0]/(2*np.pi)))\n", + "plt.xlim([0,8])\n", + "plt.ylim([-150,-110])\n", + "plt.legend()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.7" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/examples/test_laser_modulation.ipynb b/examples/test_laser_modulation.ipynb new file mode 100644 index 00000000..8ffea4cb --- /dev/null +++ b/examples/test_laser_modulation.ipynb @@ -0,0 +1,651 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 67, + "metadata": {}, + "outputs": [], + "source": [ + "if 'google.colab' in str(get_ipython()): \n", + " ! git clone -b main https://github.com/edsonportosilva/OptiCommPy\n", + " from os import chdir as cd\n", + " cd('/content/OptiCommPy/')\n", + " ! pip install . " + ] + }, + { + "cell_type": "code", + "execution_count": 68, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 68, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from IPython.core.display import HTML\n", + "from IPython.core.pylabtools import figsize\n", + "\n", + "HTML(\"\"\"\n", + "\n", + "\"\"\")" + ] + }, + { + "cell_type": "code", + "execution_count": 69, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "import random\n", + "import numpy as np\n", + "import scipy.signal as signal\n", + "from scipy.ndimage import shift\n", + "from tqdm.notebook import tqdm\n", + "from commpy.utilities import upsample" + ] + }, + { + "cell_type": "code", + "execution_count": 70, + "metadata": {}, + "outputs": [], + "source": [ + "from optic.dsp.core import firFilter, pulseShape\n", + "from optic.utils import parameters\n", + "import optic.models.laser as laser" + ] + }, + { + "cell_type": "code", + "execution_count": 71, + "metadata": {}, + "outputs": [], + "source": [ + "figsize(9,6)\n", + "plt.style.use('bmh')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Laser rate equations" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The modulation dynamics of the laser are modeled by coupled rate equations which describe the relation between the $N(t)$ carrier density, $S(t)$ photon density, and optical phase $\\phi(t)$[1,2]:\n", + "\n", + "\\begin{align}\n", + "\\frac{\\mathrm{d}N(t)}{\\mathrm{d}t} &= \\frac{I(t)}{q V} - \\frac{N(t)}{\\tau_n} - a_0 v_g \\left[ \\frac{N(t) - N_t}{1+\\epsilon S(t)} \\right] S(t) + F_N(t) \\\\\n", + "\\frac{\\mathrm{d}S(t)}{\\mathrm{d}t} &= \\left\\{ \\Gamma a_0 v_g \\left[ \\frac{ N(t) - N_t}{1 + \\epsilon \\cdot S(t)} \\right] -\\frac{1}{\\tau_{p}} \\right\\} S(t)+ \\frac{\\Gamma \\beta N(t)}{\\tau_{n}} + F_S(t)\\\\\n", + "\\frac{\\mathrm{d}\\phi(t)}{\\mathrm{d}t} &= \\frac{\\alpha}{2} \\left\\{\\Gamma a_0 v_g \\left[N(t) - N_t\\right]-\\frac{1}{\\tau_p} \\right\\} + F_{\\phi}(t) \n", + "\\end{align}" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "where\n", + "\n", + "|Symbol |Description|\n", + "|:-:|:-|\n", + "|$I(t)$ | injected current|\n", + "|$q$ | electron charge|\n", + "|$V$ | active layer volume|\n", + "|$\\tau_n$ | electron lifetime|\n", + "|$a_0$ | active layer gain coefficient|\n", + "|$v_g$ | group velocity |\n", + "|$N_t$| carrier density at transparency|\n", + "|$\\epsilon$| gain compression factor|\n", + "|$F_i(t)$ | noise sources |\n", + "|$\\Gamma$ | mode confinement factor|\n", + "|$\\tau_p$ | photon lifetime|\n", + "|$\\beta$ | fraction of spontaneous emission coupling|\n", + "|$\\alpha$ | linewidth enchancement factor|" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The time variations for the optical power $P(t)$ and laser chirp $C(t)$ are given by [1]\n", + "\\begin{align}\n", + "P(t) &= \\frac{S(t)}{2} \\frac{V \\eta_0 h v}{\\Gamma \\tau_p} \\\\\n", + "C(t) &= \\frac{1}{2\\pi}\\frac{\\mathrm{d}\\phi(t)}{\\mathrm{d}t}\n", + "\\end{align}\n", + "where $hv$ is the photon energy at the frequency $v$ and $\\eta_0$ is the total differential quantum efficiency." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Laser noise" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The random noise functions in (1)–(3) of the rate equations are assumed to be Gaussian random variables representing the Langevin noise sources related to carriers, photons, and phase, respectively [2]. The Langevin forces satisfy the general relations\n", + "\\begin{align}\n", + "\\langle F_i(t) \\rangle &= 0, \\\\\n", + "\\langle F_i(t) F_j(t') \\rangle &= 2 D_{ij} \\delta\\left(t - t' \\right),\n", + "\\end{align}\n", + "where $\\delta$ is Dirac’s delta function and $D_{ij}$ is the diffusion coefficient [2]\n", + "\\begin{align}\n", + "D_{NN} &= V \\frac{N_{sd}}{\\tau_n} \\left( \\beta V S_{sd} + 1 \\right), \\\\\n", + "D_{SS} &= \\beta V N_{sd} \\frac{\\left(V S_{sd}+1\\right)^3}{\\tau_n}, \\\\\n", + "D_{\\phi \\phi} &= \\Gamma v_g \\sigma_g \\frac{\\left[N(t) - N_t \\right]}{2S(t)}.\n", + "\\end{align}\n", + "$\\sigma_g$ the gain cross section, $N_{sd}$ and $S_{sd}$ represents the steady-state average values of the carrier and photon population:\n", + "\\begin{align}\n", + "N_{sd} &= \\frac{1}{\\Gamma a_0 v_g \\tau_p} + N_t, \\\\\n", + "S_{sd} &= N_{sd} \\frac{\\tau_p}{\\tau_n} \\left(\\frac{I}{I_{b}}-1\\right)\n", + "\\end{align}\n", + "where $I_b$ is the bias current. The Langevin force is white Gaussian with a mean of zero and standard deviation of $\\sqrt{2D_{ij}}$ given as follows:\n", + "\\begin{equation}\n", + "F_i(t) = N(0,1)\\sqrt{2D_{ii}}\n", + "\\end{equation}\n", + "where $N(0,1)$ denotes the Gaussian distributed random process with mean zero and standard deviation of 1." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Numeric resolution" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To solve the rate equations we must use Ruger-Kutta algorithms for differential coupled equations. The initial values of each variable are:\n", + "\\begin{align}\n", + "S_0 &= \\frac{\\Gamma \\tau_p}{q V}\\left( I - I_{th} \\right)\\\\\n", + "N_0 &= N_t + \\frac{\\left( 1 + \\epsilon S_0 \\right)}{\\Gamma a_0 v_g \\tau_p} \\\\\n", + "C_0 &= \\frac{1}{2\\pi} \\frac{\\alpha}{2} \\left[ \\Gamma v_g a_0 \\left( N_0 - N_t \\right) - \\frac{1}{\\tau_p} \\right]\n", + "\\end{align}" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### References" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "1. J. C. Cartledge and R. C. Srinivasan, \"Extraction of DFB laser rate equation parameters for system simulation purposes,\" in Journal of Lightwave Technology, vol. 15, no. 5, pp. 852-860, 1997.\n", + "1. I. Fatadin, D. Ives and M. Wicks, \"Numerical simulation of intensity and phase noise from extracted parameters for CW DFB lasers,\" in IEEE Journal of Quantum Electronics, vol. 42, no. 9, pp. 934-941, 2006.\n", + "1. J. C. Cartledge and G.S. Burley, \"The Effect of Laser Chirping on Lightwave System Performance,\" in Journal of Lightwave Technology, vol. 7, no. 3, pp. 568-573, 1989.\n", + "1. B. L. Espeyear, \"MATLAB simulation of a distributed feedback (DFB) laser with chirp effects\", Thesis, Naval Postgraduate School, Monterey:California, https://calhoun.nps.edu/handle/10945/30535.\n", + "1. Y. F. WEN, \"EXTRACTION OF SEMICONDUCTOR LASER RATE EQUATION PARAMETERS FOR SIMULATION OF FIBER-OPTICAL COMMUNICATION SYSTEM PURPOSE\", McMaster University, Hamilton, Ontario, Canada, https://macsphere.mcmaster.ca/bitstream/11375/12540/1/fulltext.pdf." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Simulation based on Ref. [4]." + ] + }, + { + "cell_type": "code", + "execution_count": 72, + "metadata": {}, + "outputs": [], + "source": [ + "laser_dfb_parameters = parameters()\n", + "# Espeyear thesis.\n", + "laser_dfb_parameters.noise_terms = False\n", + "laser_dfb_parameters.v = 1.5e-10 # [cm3] active layer volume\n", + "laser_dfb_parameters.tau_n = 1.0e-9 # [s] electron lifetime\n", + "laser_dfb_parameters.a0 = 2.5e-16 # [cm2] active layer gain coefficient\n", + "laser_dfb_parameters.vg = 8.5e+9 # [cm/s] group velocity\n", + "laser_dfb_parameters.n_t = 1e18 # [cm-1] carrier density at transparency\n", + "laser_dfb_parameters.epsilon = 1e-17 # [cm3] gain compression factor\n", + "laser_dfb_parameters.tau_p = 3e-12 # [s] photon lifetime\n", + "laser_dfb_parameters.gamma = 0.4 # mode confinement factor\n", + "laser_dfb_parameters.beta = 3e-5 # fraction of spontaneous emission coupling\n", + "laser_dfb_parameters.alpha = 5 # linewidth enchancement factor\n", + "laser_dfb_parameters.sigma = 2e-20 # gain cross section\n", + "laser_dfb_parameters.i_bias = 0.03886 # [A] i_bias\n", + "laser_dfb_parameters.i_max = 0.02312 # [A] i_max\n", + "laser_dfb_parameters.eta_0 = 0.4 # total differential quantum efficiency\n", + "laser_dfb_parameters.lmbd = 1550e-9 # [m] wavelength" + ] + }, + { + "cell_type": "code", + "execution_count": 73, + "metadata": {}, + "outputs": [], + "source": [ + "# simulation parameters\n", + "SpS = 128\n", + "Rs = 0.5e9 # Symbol rate (for OOK case Rs = Rb)\n", + "Tsymb = 1/Rs # Symbol period in seconds\n", + "Fs = 1/(Tsymb/SpS) # Signal sampling frequency (samples/second)\n", + "Ts = 1/Fs # Sampling period" + ] + }, + { + "cell_type": "code", + "execution_count": 74, + "metadata": {}, + "outputs": [], + "source": [ + "# generate pseudo-random bit sequence\n", + "bitsTx = [0,1,0,0]\n", + "\n", + "# upsampling\n", + "symbolsUp = upsample(bitsTx, SpS)\n", + "\n", + "# typical NRZ pulse\n", + "pulse = pulseShape('rect', SpS)\n", + "pulse = pulse/max(abs(pulse))\n", + "\n", + "# pulse formatting\n", + "sigTx = firFilter(pulse, symbolsUp)\n", + "\n", + "sigTx = shift(sigTx, int(SpS/2), cval=sigTx[0])\n", + "t = np.arange(0,SpS*len(bitsTx))*Ts" + ] + }, + { + "cell_type": "code", + "execution_count": 75, + "metadata": {}, + "outputs": [], + "source": [ + "R = 316.32\n", + "C = 1e-12\n", + "f_cut = 1./(2.*np.pi*R*C)\n", + "\n", + "def rc_filter(R, C, Fs, filter_type):\n", + " if (1/(2*np.pi*R*C) > Fs/2):\n", + " ('This analog filter cannot be realized with this sample rate') \n", + " # Default to allpass if invalid type is selected\n", + " b = [1, 0]\n", + " a = [1, 0]\n", + " # Constants\n", + " RC = R * C\n", + " T = 1 / Fs\n", + " # Analog Cutoff Fc\n", + " w = 1 / (RC)\n", + " # Prewarped coefficient for Bilinear transform\n", + " A = 1 / (np.tan((w*T) / 2))\n", + " if(filter_type=='high'):\n", + " b[0] = (A) / (1 + A)\n", + " b[1] = -b[0]\n", + " a[1] = (1 - A) / (1 + A)\n", + " if(filter_type=='low'):\n", + " b[0] = (1) / (1 + A)\n", + " b[1] = b[0]\n", + " a[1] = (1 - A) / (1 + A)\n", + " return a,b\n", + "\n", + "a,b=rc_filter(R, C, Fs, 'low')\n", + "zi = signal.lfilter_zi(b, a)\n", + "z, _ = signal.lfilter(b, a, sigTx, zi=zi*sigTx[0])" + ] + }, + { + "cell_type": "code", + "execution_count": 76, + "metadata": {}, + "outputs": [], + "source": [ + "current = parameters()\n", + "current.t = t\n", + "current.signal = z" + ] + }, + { + "cell_type": "code", + "execution_count": 77, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "c:\\Users\\Adolfo\\anaconda3\\envs\\gdsfactory\\Lib\\site-packages\\matplotlib\\cbook.py:1699: ComplexWarning: Casting complex values to real discards the imaginary part\n", + " return math.isfinite(val)\n", + "c:\\Users\\Adolfo\\anaconda3\\envs\\gdsfactory\\Lib\\site-packages\\matplotlib\\cbook.py:1345: ComplexWarning: Casting complex values to real discards the imaginary part\n", + " return np.asarray(x, float)\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot bits, rf signal and filtered signal\n", + "plt.figure(figsize=(6,4))\n", + "plt.plot(current.t*Rs, sigTx, label = 'RF binary signal', linewidth=2)\n", + "plt.plot(current.t*Rs, current.signal, label = 'Filtered RF signal', linewidth=2)\n", + "plt.plot(t[int(SpS/2)::SpS]*Rs, bitsTx, 'ro')\n", + "plt.title('Cut-off frequency: %.3f GHz - Rise Time: %.3f [ps]'%(1e-9*f_cut,2.2*R*C*1e12), fontsize=12)\n", + "plt.ylabel('Amplitude (a.u.)')\n", + "plt.xlabel('Time [t/T]')\n", + "plt.xlim([0,4])\n", + "plt.legend(loc='upper right')\n", + "plt.grid(True)" + ] + }, + { + "cell_type": "code", + "execution_count": 78, + "metadata": {}, + "outputs": [], + "source": [ + "# Solve rate equations\n", + "laser_dfb_parameters,current,sol = laser.laser_dfb(laser_dfb_parameters,current)\n", + "out = laser.laser_dynamic_response(sol['y'], laser_dfb_parameters)" + ] + }, + { + "cell_type": "code", + "execution_count": 79, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Max. chirp freq. excursion: 6.187 GHz\n", + "Min. chirp freq. excursion: -0.981 GHz\n", + "I_threshold: 33.457 mA\n", + "I_on: 61.938 mA\n", + "I_off: 38.860 mA\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ax = laser.plot(current.t,out)\n", + "ax[0,0].set_ylim([-1,6])\n", + "ax[1,0].set_ylim([-1,5])\n", + "ax[0,1].set_ylim([1.3e18,1.5e18])\n", + "ax[1,1].set_ylim([0,3e15])\n", + "# See pag. 58 from Espeyear reference.\n", + "print('Max. chirp freq. excursion: %.3f GHz' %(1e-9*out.chirp.max()))\n", + "print('Min. chirp freq. excursion: %.3f GHz' %(1e-9*out.chirp.min()))\n", + "print('I_threshold: %.3f mA'%(1e3*laser_dfb_parameters.ith))\n", + "print('I_on: %.3f mA'%(1e3*np.real(current.signal.max())))\n", + "print('I_off: %.3f mA'%(1e3*np.real(current.signal.min())))" + ] + }, + { + "cell_type": "code", + "execution_count": 80, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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fRnyxqAQBJp0Gkw4P0y0TBMEyCWUmAODiiy/GxRdfPOfngiDg3nvvxb333itjVIlPbm6u9E6MkKhaRVHEo//ohsvr79/44gm5khNTzUei6ow1ubm5MOmGmTcTPOWTF3jSKkVCdXMQ0SNVacsSiap1T9cU/tXnny4736jFdSsLJX5jfhJVZ6zRaDQw6fxDQ20uL7y+hBlgFlN4yicv8KRVCjITjBAYX80DiajV4xOx/aOZWS7/vzXFSE1Rz/Mb0iSiznjQ398Pk27moTzFaN0ET/nkBZ60SkFmgiBiwB8Pj6Bn0j+z6vKCNKyt4HdJ8Wgw60IX+2K3q4MgWIXMBCNUVlYqHYJsJJrWabcXO/81MwPrjWtKYrKaYKLpjBeVlZVhc3BMOdhsmeApn7zAk1YpyEwwQmC6VB5INK1vNIxg4ugfwLMqMxZVdBlKoumMF0NDQ0gPMROTjJoJnvLJCzxplYLMBCNYrValQ5CNRNJqd3nx0kH/jKwqAbj2lMUVXYaSSDrjidVq5aJlgqd88gJPWqWgUlRG0Gq1SocgG4mk9bWG4eBKl+dUZaIsI3bznSSSznii1WqRrg5pmWC0AJOnfPICT1qloJYJRuCp7y5RtLo8PrxyyL/6oUrwLy8eSxJFZ7w5vmaCzQJMnvLJCzxplYLMBCMEltflgUTRuqtlLFgrsb4iA8XpsZ2FNVF0xpvGxkak62dGc7BaM8FTPnmBJ61SkJkgiCjw+kT87uBM8dXlK6Jbf4Pww0PNBEGwDJkJRsjOzlY6BNlIBK0fdE2ib8o/r8RJRcaYjeAIJRF0ykF2djbMOvZHc/CUT17gSasUZCYYgaeFzhJB6+sNw8H3X/5cXlzOkQg65UCv10OtEoJTarM6AyZP+eQFnrRKQWaCEXp7e6V3YgSltXaNO7C/zz8krMisw6oSc1zOo7ROuQjoDLROTDJagMlbPnmAJ61SkJkgiAXyxuGZVolL6nOgisFslwSCE1fZXF54GF3siyBYhcwEI1RUVCgdgmwoqXXa7cWuI2MAAJ1GhfNrsuJ2Ll5yGtBpDhnRYWGwboK3fPIAT1qlIDPBCGNjY0qHIBtKat3dNgG72wcAOLcqM2y1y1jDS04DOsOm1GawboK3fPIAT1qlIDPBCFNTU0qHIBtKan27eTT4/sLa+FZy85LTgM7QER0sDg/lLZ88wJNWKchMMIJGw8/M6Epp7Z104NCgDQBQnqFHbRyGg4bCS04DOsMX+2KvCJO3fPIAT1qlIDPBCDU1NUqHIBtKaX27eaZJ8/yarJgsMz4fvOQ0oNPM+MqhvOWTB3jSKgWZCUZoaGhQOgTZUEKr1ydiV4vfTKgE4Lzq+BVeBuAlpwGd6YzPgslbPnmAJ61SkJkgiAj4bNCKEZsbAHBqiRlZhhSFI2KP0NEcLBZgEgTLkJlghMzMTKVDkA0ltP61dSL4/txqec7PS04DOllvmeAtnzzAk1YpyEwwgtFoVDoE2ZBbq8cn4m8dEwAAnVrAaWXpspyXl5wGdLK+Pgdv+eQBnrRKQWaCEbq7u5UOQTbk1rq/zxL843ZaWTpSU9QSvxEbeMlpQKdRp4bqaE3rFIOjOXjLJw/wpFUKMhMEIcFfW8eD78+qombNeKEShJD1OdhrmSAIliEzwQhlZWVKhyAbcmr1+ET8s3MSAGBIUWF1nBb1mg1echqqM1A3McGgmeAxn6zDk1YpyEwwwuTkpNIhyIacWj8dsMLq8je5ry41Q6uR778MLzkN1ZmR6jcTTo8P0262ujp4zCfr8KRVCjITjMDTTS2n1n92zJzrjPIM2c4L8JPTMDPB8MRVPOaTdXjSKgWZCUZQqfhJpVxaRVHEB10TAACNSsCppfJ1cQD85DRUZ6BlAgAmptkyEzzmk3V40ioFXQlGqKurUzoE2ZBLa+voNIas/omqTioyIk0rzyiOALzkNFRneurMZGCs1U3wmE/W4UmrFGQmGKGxsVHpEGRDLq2BwktA/i4OgJ+chuoM7eZgrWWCx3yyDk9apSAzwQg+n0/pEGRDLq0fdc8sL3xambxdHAA/OQ3VGdbN4XArEU7c4DGfrMOTVinITDBCero8szImAnJoHZ92o3nEDgCoyk5FTpo27uc8Fl5yGqozk+GWCR7zyTo8aZWCzAQj8HRTy6H1k15L8P0qGeeWCIWXnIbqDG2ZGCczkZTwohPgS6sUZCYYoaurS+kQZEMOrR/3zHRxnFpiivv5ZoOXnIbqzAgtwGTMTPCYT9bhSasUZCYI4hh8ooiPe/wtE4YUFerz0hSOiB8MKSqkHF2gY5KxmgmCYBkyE4xQWlqqdAiyEW+tLSPTwQmTTioyIUWtzH8TXnIaqlMQBKQf7epgrWWCx3yyDk9apSAzwQhWq1XpEGQj3lpDuziUqpcA+MnpsTozQtbn8ImiEiHFBV7zyTI8aZWCzAQjjI+PS+/ECPHWeqB/pvjylGJl6iUAfnJ6rM7Mo3UTPhGwOtlZn4PXfLIMT1qlIDNBECG4vD58NmgDAOQZU1Bokn9IKO+wPKU2QbAKmQlGWLZsmdIhyEY8tTYO2eDy+pvWTyo0QRCEuJ1LCl5yeqzOsFkwGSrC5DWfLMOTVinITDBCc3Oz0iHIRjy17u+b6QM9scgYt/NEAi85PVYnqy0TvOaTZXjSKgWZCUbweNh56EoRT637Q+olTixUrl4C4Cenx+oMn1KbnWvAaz5ZhietUpCZYASzWblRB3ITL60Ojw+NQ/4ptIvMOuQZla2X4CWnx+rM0LM5cRWv+WQZnrRKQWaCEbKyspQOQTbipbVh0AqPz18vcWKhsl0cAD85PVZn+JTa7NRM8JpPluFJqxRkJhiho6ND6RBkI15aDw3Ygu9XJICZ4CWnx+pktWaC13yyDE9apSAzQRBHCQwJBYAT8mkKbaVI17O72BdBsAqZCUYoLi5WOgTZiIdWr09E47DfTOQYUpCvcL0EwE9Oj9WpVatg0qkBsNXNwWs+WYYnrVKQmWAEh8OhdAiyEQ+t7WPTmHb7APhbJZScXyIALzmdTWfW0Vkwx6Y9EBmZUpvnfLIKT1qlIDPBCKOjo0qHIBvx0BraxbEsQbo4eMnpbDozDf6uDqfHB/tRk5fs8JxPVuFJqxQJZSbuvvtuCIIQ9qqrqwt+fvbZZx/3+Y033qhgxAQrfDY4M1nVCQXKF1/yTmB9DoCtrg6CYBWN9C7ycsIJJ+Cdd94J/qzRhIf4zW9+E/fee2/wZ4PBIFtsiUyo6WKdeGg9dLRlQq9RoSorNebHjwZecjqbzmzDjJkYs3tQki5nRPGB53yyCk9apUiolgnAbx4KCgqCr5ycnLDPDQZD2Oc0aYiftrY2pUOQjVhrHba5MGLzf/utyzNArVK+XgLgJ6ez6cwMGR46ZmejZYLnfLIKT1qlSDgzceTIERQVFaGyshJXX301urq6wj5/4YUXkJOTg+XLl+OOO+6A3W6XPKbFYsHU1FTw5XQ64xW+YrhcLqVDkI1Ya20amrmH6vMSo14C4Cens+lksZuD53yyCk9apUiobo41a9bg2WefRW1tLfr7+3HPPfdg/fr1OHToEEwmE7761a+ivLwcRUVFOHjwILZt24ampia8/PLL8x53+fLlYaZj8+bN2Lp1KwoLC9Ha2goAyM/PhyiKGBoaAgAsXboUPT09mJ6ehl6vR2lpKY4cOQIAyMvLg0qlwsDAAACgqqoKAwMDsNls0Ol0qKioQFNTEwAgJycHWq0WfX19AIAlS5ZgeHgYVqsVKSkpqK6uxuHDhwH4Z1NLTU1Fb28vAKCiogJjY2OYmpqCWq1GbW0tDh8+DFEUkZGRAZPJhO7ubgAInmNiYgKCIKC+vh5NTU3wer0wm83IzMxEZ2cnAKCkpAR2ux1jY2MA/CvfNTc3w+PxwGQyIScnB+3t7QCAoqIiOJ3OYKFRXV0d2tra4HK5kJaWhvz8/KA7LywshMfjwfDwMACgpqYGXV1dcDgcSE1NRXFxMVpaWoLXGwAGBwcBANXV1ejt7Q1e77KysuAiOrm5udBoNOjv7wcA6PV6dHZ2wmazQavVorKyEo2NjQCA7Oxs6HS6sOs9MjICi8UCjUaDmpoaNDQ0BK+3wWDAPxpnDGuOahoNDQ2zXm+z2Rw0t6WlpbBYLHNe76ysrOCENsXFxZieng5e7/r6erS0tMDtdsNoNCI3NzfsertcLoyMjGB6ehperxcdHR1wOp1IS0tDQUFB8J4tKCiAz+cLu2e7u7uD17ukpCTsnhUEIXi9q6qq0N/fD7vdDp1Oh/Ly8jmvd2VlJYaGhmC1Wme93nq9ftZ79tjrnZmZCaPRGLxny8rKMDk5ienpaTQ2NqKurg6NjY3w+XwQ3TNdTc3dA7CUp8JqtWJ8fPy4e3a26+1wOGa9Z41GI/Ly8ua9Zzs7O+F0OmEwGGL6jPB4PGhoaFDsGVFWVoapqam4PyPS0tLQ0tKi6DOisrISg4ODMXtG9PT0AADKy8sxPj4evN5Go1HRZwQA1NbWxu0ZEbhGkSCICTzuamJiAuXl5Xj44YfxjW9847jP33vvPZx33nloaWlBVVXVcZ97PB7s3r0blZWVUKlmGmF0Oh10Ol1cY5cbh8MBvV6vdBiyEGut3/vTERzo9xdg/u9Xl4f11ysJLzmdTWfH+DS+9Qf/w//zS7PwvbPKlQgtpvCcT1ZhXavX68WBAwdw1llnHVe/eCwJ180RSkZGBmpqaoJO9VjWrFkDAHN+HsBkMsFsNgdfrBkJgK++u1hq9Ykijoz4W61y0lISxkgA/OR0Np1ZDHZz8JxPVuFJqxQJbSasVitaW1tRWFg46+f79+8HgDk/JwgpeiacwXkManNoZFCiYNKpoTlaCMtKASZBsExENRMrVqxY1EmeeeYZrF69WnK/22+/HZdccgnKy8vR19eHu+66C2q1GldddRVaW1uxc+dOXHTRRcjOzsbBgwdx66234swzz1x0fCzAk6GKpdbAFNoAUJuXWGaCl5zOplMQBGSmajBsc2PMzsb6HDznk1V40ipFRGbi0KFDqKurCxbERIrb7cYHH3wAq9UqvTOAnp4eXHXVVRgdHUVubi7WrVuHPXv2IDc3Fw6HA++88w4eeeQR2Gw2lJaWYtOmTbjzzjsXFBOreDxsPHAjIZZam4ZnCnNrcxNnJAfAT07n0pllSMGwzY1Jhwden5gwQ3ajhfd8sghPWqWIeDTHnXfeia9+9asLOvjIyAjy8vIi3v/FF1+c87PS0lLs3r17QefnieHhYeTm5iodhizEUmuomahJsG4OXnI6l85A3YQI/1Lk2WmJU88SDbznk0V40ipFRDUTl156KUpLSxd8cL1ej0svvXRBhoIg5MLjE9E+Ng0AKEnXIU2rVjgiIpTA+hwAMMZIESZBsEpELROvvPJKVAc3Go1R/y6xMGpqapQOQTZipbVzfBpun39k9NIEa5UA+MnpXDpDR3SwUITJez5ZhCetUsRlNMfIyAgef/zxeByamIPAZDM8ECutraPTwfdV2YmxHkcovOR0Lp1ZoetzTCd/3zTv+WQRnrRKETMzYbfbsXPnTmzcuBHFxcX4zne+E6tDExHA4hThcxErrWFmIkEW9wqFl5zOpTN0fY5xBlomeM8ni/CkVYpFTaft8/nw1ltv4YUXXsBrr70Gu92O6upq3HzzzbjkkktiFSMRATytnhorrS0J3jLBS07n0hnaMjHKgJngPZ8swpNWKaIyE3v27MELL7yAl156CSMjIygvL4fdbsfTTz8967TXRPzhabxzLLSKoojW0aMzXxpSkJGaeCMFeMnpXDqzGTMTvOeTRXjSKkXE3RxNTU348Y9/jOrqapxxxhl488038c1vfhMHDx7E22+/DVEUkZmZGc9YiXkILOzCA7HQOmBxBWe+TMRWCYCfnM6lM8uQgsDMEiyYCd7zySI8aZUi4paJZcuWoaCgAFdddRW+8pWv4NRTTw1+RheUSDZC6yWqE3AkBwFoVP5ZMMemPRixJb+ZIAiWibhlIiUlBePj4+js7ER3dzcVniQYC52dNJmJhdaW0ZnJqhKx+BLgJ6fz6QzUTYxPu+H1JewCxxFB+WQPnrRKEbGZGBwcxKOPPorh4WFcfvnlyMvLw9e+9jW8+eabcLvpW4PSJPBK8jEnFlrDRnLkJKaZ4CWn8+nMOTrrpU9M/tVDKZ/swZNWKSI2E+np6bjhhhvw17/+FR0dHfjBD36AAwcO4KKLLsLq1ashCAIaGxvhcrniGS8xB0NDQ0qHIBux0Nox7gAAGFJUKDBqF328eMBLTufTmWOYyU2y101QPtmDJ61SRDXPRGlpKbZt24YDBw5g//79uPHGG1FcXIw777wTOTk52LRpE37961/HOlaCiAk2lxeDVr/prchMhSAk9wJSLBO6HgfVTRBE4rLoSatWrFiBn/zkJ+jq6sJ7772HK664An/5y1/w9a9/PRbxERGydOlSpUOQjcVq7ZpwBN+XZ+oXG07c4CWn8+nMSWNneCjlkz140ipFTKfTPvvss/HMM89gYGAAv//972N5aEKCnp4epUOQjcVq7RibqZeoSGAzwUtO59MZOtdEsrdMUD7ZgyetUsRlbQ6tVosvfelL8Tg0MQfT09PSOzHCYrUG6iUAoCJBR3IA/OR0Pp2hLRMjSd4yQflkD560ShH1dNq/+c1v8D//8z9oa2vD+Pj4cVWtgiBgcnJy0QESkaHXJ+437FizWK0d4zMPgCUJ3DLBS07n05kTOgumLbmLuymf7MGTVimiMhPbtm3DQw89hOLiYqxatQrp6emxjotYIKWlpUqHIBuL1RpomcjQaxJyGu0AvOR0Pp1pWjV0GhWcHl/Sd3NQPtmDJ61SRGUmtm/fjosvvhivvPIKVKq49JQQC+TIkSNYtmyZ0mHIwmK0Tky7MX50OeuKrMT+VsFLTufTKQgCsg0p6JtyJn0BJuWTPXjSKkXUTuCiiy4iI0EkHZ2h9RKZiVsvQcwQ6Oqwu32wu7wKR0MQxGxE5QYuvvhi/P3vf491LMQiyMvLUzoE2ViM1rDiywSulwD4yamUzmxGhodSPtmDJ61SRGUmHnvsMXR2duKmm27CJ598guHhYYyNjR33IuSDp1aixWgNLb5M5DkmAH5yKqUztAgzmUd0UD7ZgyetUkR1JdLS0nDGGWfgySefxKmnnoqCggLk5uYe9yLkY2BgQOkQZGMxWrsnZhaoK8tIbDPBS06ldIZNXJXERZiUT/bgSasUURVg3nTTTdi+fTtOO+00rFmzhkZzEElD9+TMSA6TLuqR0YSM5KbNrM8xnOTDQwmCVaJ6mv72t7/Ftddei2effTbG4RDRUlVVpXQIshGtVqvTExzJUZrgrRIAPzmV0plrnGmZGLImr5mgfLIHT1qliKqbIyUlBaeddlqsYyEWAU/NbdFq7Z6c6eIozdDFKpy4wUtOpXTmhbVMUDdHosOLToAvrVJEZSauvPJKvPHGG7GOhVgENptN6RBkI1qt3SELfJWmJ37LBC85ldKZnqpBitq/smsyt0xQPtmDJ61SRNXN8ZWvfAVbt27Fxo0b8fWvfx1lZWVQq9XH7XfKKacsOkAiMnS6xP+mHSui1ZpsLRO85FRKp0oQkJuWgr4pV1KbCcone/CkVYqozMT69esBAPv378ebb7553OeiKEIQBHi9NMGMXFRUVCgdgmxEqzWsZSIJaiZ4yWkkOnPTtOibcsHu9sHm8iJNe/yXl0SH8skePGmVIiozsWPHjljHQSySpqYmbqZ1jVZrwExo1UJYP3yiwktOI9GZZ5zJ15DVhSUJvNrrXFA+2YMnrVJEZSauu+66WMdBEHHF4xPRN+Xv5ihJ10GtEhSOiFgIoWZi2JacZoIgWIam72KEnJwcpUOQjWi09k854RX970uSoPgS4CenkejMTQsdHpqcIzoon+zBk1YpIjITDz/8MJqamhZ8cIfDgYcffhg9PT0L/l1iYWi1id9sHyui0RqYrApIjnoJgJ+cRqIzrGUiSYswKZ/swZNWKSIyE9/73vewb9++BR/cZrPhe9/7Hpqbmxf8u8TC6OvrUzoE2YhGa0/ISI6S9OSowOYlp5HoDK1xGUrSWTApn+zBk1YpIqqZEEURL7/8MlpaWhZ0cLvdHlVQBBFrAvUSAFBsTg4zQcwQPgtmcnZzEATLRFyA+fLLL+Pll1+OZyzEIliyZInSIchGNFpDzURRkpgJXnIaic7UFDVMOjUsTm/SzjVB+WQPnrRKEVE3h8/nW9Tr3HPPjbcO7hkeHlY6BNmIRmvATJh0apj1ybHAFy85jVRnYMGvUbsbXp8Yz5DiAuWTPXjSKgWN5mAEq9WqdAiysVCtLo8Pw0ebxpOlVQLgJ6eR6sw72tXh8YmYOLpgWzJB+WQPnrRKQWaCEVJSUqR3YoSFah2wuBD4HptMZoKXnEaqM3REx2ASdnVQPtmDJ61SkJlghOrqaqVDkI2Fau1N0uJLXnIaqc5wM+GcZ8/EhPLJHjxplYLMBCMcPnxY6RBkY6Fak7H4EuAnp5HqLDDNmIkBS/K1TFA+2YMnrVKQmSCYJ1nNBBFOgWkmd8loJgiCZchMMEJWVpbSIcjGQrWGm4nkmbGOl5xGqrPAmNwtE5RP9uBJqxRRmQm1Wo2dO3fO+flvf/tbqNXJt0RwMpOays/CRwvVGjAThhQV0pNkWCjAT04j1WnSqWFI8T+ykrFmgvLJHjxplSIqMyGK84/x9nq9EARalVFOent7lQ5BNhai1e31BSv/i8y6pLoveclppDoFQQjWTQxZk2+uCcone/CkVYqouznmeihPTU3hrbfeotXUiIRg0OpC4G9OMo3kIGYn/2jdhMcnYtRO02oTRKIQsZm45557oFaroVarIQgCrrnmmuDPoa/MzEw8//zzuPLKK+MZN3EMFRUVSocgGwvR2j8107demGRmgpecLkRn+IiO5OrqoHyyB09apYi4A3n16tX4t3/7N4iiiF/84hf4/Oc/j5qamrB9BEFAWloaVq5cicsuuyzmwRJzMzY2BoPBoHQYsrAQraF/cEL/ECUDvOR0ITqPLcJcURivqGIP5ZM9eNIqRcRm4sILL8SFF14IwL+0+I033og1a9bELTBiYUxNTSkdgmwsRGto1X+ymQlecroQnck8PJTyyR48aZUiqtL2HTt2xDoOYpHwNHpmIVpDp10O/UOUDPCS04XoDOvmSLIptSmf7MGTVimiHifn9Xrx1ltvoa2tDePj48eN8BAEAT/60Y8WdMy7774b99xzT9i22tpaNDY2AgAcDge++93v4sUXX4TT6cQFF1yAX/ziF8jPz49WBjPU1tYqHYJsLERr4NurACA3Lbnm0eclpwvRmW9M3poJyid78KRViqjMxMcff4xNmzahp6dnzmGi0ZgJADjhhBPwzjvvzASomQnx1ltvxZ/+9Cf87ne/Q3p6Om666SZcdtll+Mc//rFwEYxx+PBh1NfXKx2GLCxEa+APTk5aClLUyTVHGy85XYhOg1YNs06NKacXg0nWzUH5ZA+etEoRlZn4t3/7N0xPT+PVV1/F+vXrkZGREbuANBoUFBQct31ychK/+tWvsHPnTpx77rkA/N0t9fX12LNnD0477bSYxZCMSM39wRKRarW7vJhyegEkXxcHwE9OF6qzwKTDlNOOEZsbbq8vaUwi5ZM9eNIqRVT/Cw8ePIht27bhkksuiamRAIAjR46gqKgIlZWVuPrqq9HV1QUA2LdvH9xuNzZs2BDct66uDmVlZfjggw/mPabFYsHU1FTw5XQmV/NoJMQ6D4lMpFqTufgS4CenC9VZeHRKdBHJVYRJ+WQPnrRKEVXLRElJSVwc2Zo1a/Dss8+itrYW/f39uOeee7B+/XocOnQIAwMD0Gq1xyUvPz8fAwMD8x53+fLlsNvtwZ83b96MrVu3orCwEK2trcHjiKKIoaEhAMDSpUvR09OD6elp6PV6lJaW4siRIwCAvLw8qFSq4HmrqqowMDAAm80GnU6HiooKNDU1AQBycnKg1WrR19cHAFiyZAmGh4dhtVqRkpKC6urq4MpzWVlZSE1NDc6qVlFRgbGxMUxNTUGtVqO2thaHDx+GKIrIyMiAyWRCd3c3ACA7Oxt9fX2YmJiAIAior69HU1MTvF4vzGYzMjMz0dnZCcCfP7vdjrGxMQDAsmXL0NzcDI/HA5PJhJycHLS3twMAioqK4HQ6MTo6CsBv4Nra2uByuZCWlob8/Hy0tbUBAAoLC+HxeDA8PAwAqKmpQVdXFxwOB1JTU1FcXIyWlpbg9QaAwcFBAP6lfHt7e4PXu6ysDM3NzQCA3NxcaDQa9Pf3B3+3s7MTNpsNWq0WlZWVwbqa7Oxs6HQ69PX14dCYN5hztWMSzc3NqKmpQUNDQ/B6GwwG9PT0AADKy8sxPj4+5/U2m81Bc1taWgqLxTLn9c7KykJHRwcAoLi4GNPT08HrXV9fj5aWFrjdbhiNRuTm5oZdb5fLhZGREXg8HuTn56OjowNOpxNpaWkoKCgI3rMFBQXw+Xxh92x3d3fwepeUlITds4IgBK93VVUV+vv7YbfbodPpUF5ePuf1rqysxNDQEKxW66zXW6/Xz3rPajSasOudmZkJo9EYvGfLysowOTmJ0dFRTE1Noa6uDo2NjfD5fEhPT0d6enrY9bZarRgfH4fW5Qnmdc+hIxAqMo+73g6HY9Z71mg0Ii8vb957trOzE06nEwaDIabPCKvVioaGBsWeEWVlZZiamor7MyLw/1zJZ0RlZSUGBwclnxGB6z0yMgKLxXLcPSv1jCgqKlL0GQH46zbi9YwIXKNIEMQoXMH27dvx0EMPYe/evTCbzQv99YiZmJhAeXk5Hn74YaSmpmLz5s3HtSqsXr0a55xzDh588MHjft/j8WD37t2orKyESjXTCKPT6aDTJV+z93w0NDRg2bJlSochC5FqfeXQEJ7c43/o3n5mGc6vyY53aDGFl5wuVOfbzaN46H3/A/vbpxXjS8vz4hVaTKF8sgfrWr1eLw4cOICzzjorrH5xNqJqmbBYLDAajaiursaVV16J0tLS44bICIKAW2+9NZrDB8nIyEBNTQ1aWlrw+c9/Hi6XCxMTE2GtE4ODg7PWWIRiMploCA+HhHdzsGUeeSZ0WvTQFWEJglCOqMzE7bffHnz/+OOPz7pPLMyE1WpFa2srrr32WqxcuRIpKSl49913sWnTJgBAU1MTurq6cPrppy/qPCxQVlamdAiyEanWZK+Z4CWnC9VZFGImepPITFA+2YMnrVJEZSYCfTex5vbbb8cll1yC8vJy9PX14a677oJarcZVV12F9PR0fOMb38Btt92GrKwsmM1mbN26Faeffjr3IzkA/0xsRqNR6TBkIVKtgWWqNSoB2YbkmmMC4CenC9WZkapBaooK025fUrVMUD7ZgyetUkRlJsrLy2MdBwCgp6cHV111FUZHR5Gbm4t169Zhz549yM3NBQD8/Oc/h0qlwqZNm8ImrSL89SVFRUVKhyELkWgVRTHYMpFnTIFalTxLjwfgJacL1SkIAorMOrSOTmPA4oLHJ0KTBPmlfLIHT1qliHoGTMC/lvv777+PoaEhbNq0CSUlJfB6vZicnER6evqC6xRefPHFeT/X6/V44okn8MQTTywmbCaZa0l4FolEq8Xphd3tAxA+a2IywUtOo9FZfNRM+ERg0OJCcXri18RQPtmDJ61SRDXPhCiKuO2227BkyRJcffXVuO2224JDdKxWKyoqKvDYY4/FNFBifniahS0SrcO2mXqJvCQ1E7zkNBqdRUlYhEn5ZA+etEoRlZn46U9/iv/+7//G7bffjl27doXNOZGeno7LLrsMf/jDH2IWJCFNYMw6D0SidcjqDr5PVjPBS06j0ZmMZoLyyR48aZUiKjOxfft2fO1rX8N9992Hk0466bjPV6xYEWypIOTB6/VK78QIkWgNbZnITUtOM8FLTqPRmYxmgvLJHjxplSIqM9Hd3Y0zzjhjzs/T0tJonXeZiefkYYlGJFqHraHdHMk3kgPgJ6fR6CxOwuGhlE/24EmrFFGZiby8vOAUrbOxb98+Gn8rM5mZmUqHIBuRaB2yzXRzJGvLBC85jUZnlkEDncb/+OqdTA4zQflkD560ShGVmbjsssvw1FNPBedbB2aqWt9++208++yzuPzyy2MTIRERgTn1eSASraEtE7lJWjPBS06j0SkIAkqOjuDotzjh9vpiHVbMoXyyB09apYjKTNxzzz0oLCzESSedhK997WsQBAEPPvgg1q1bhwsvvBArVqzAD37wg1jHShARM3S0ZiJdr4FekxxLVBMLo/SomfCJQP9U8qweShAsEtVTNj09HXv27MH3v/999Pb2Qq/XY/fu3ZiYmMBdd92Fv/3tbzAYDLGOlZiHkpISpUOQDSmtXp+IkaPdHLlpyVkvAfCT02h1lmbog++7Jh2xCiduUD7ZgyetUix40iqHw4Gnn34aJ510Eu68807ceeed8YiLWCB2u52bYiAprWPTbviOjlZO1i4OgJ+cRquzNH3GTHRPJL6ZoHyyB09apVhwy4Rer8e2bdtofG2CMTY2pnQIsiGldSh0JEeSFl8C/OQ0Wp2lGTMjOrqToAiT8skePGmVIqpujuXLl6OjoyPGoRBEbAidsCo3SYeFEtIUp+sRmMy4JwlaJgiCZaIyE//1X/+FX/7yl3jnnXdiHQ8RJcuWLVM6BNmQ0ho2lXYSt0zwktNodeo1quDspt2TzrCZeBMRyid78KRViqgW+nr88ceRlZWFCy64AEuWLMGSJUuQmpoato8gCHjttddiEiQhTXNzM2pqapQOQxaktIYPC03elglecroYnaUZOgxaXbC5vBif9iArgZeap3yyB09apYjKTBw8eBCCIKCsrAxerxctLS3H7UOrqcmLx+NROgTZkNIaOmFVsq7LAfCT08XoLE3X4+MeCwB/EWYimwnKJ3vwpFWKqMwE1UskHiaTSekQZENKa6BlQiUAWamJ+8dFCl5yuhidocNDuyedOLEoca8Z5ZM9eNIqxYJrJux2O1auXImnnnoqHvEQUZKTk6N0CLIhpXX4aMtEtiEFalXytpDxktPF6AxMXAUk/vBQyid78KRVigWbCYPBgPb2durGSDDa29uVDkE25tPq8vow6fA3PeYk8YRVAD85XYzO0JaJjvHENhOUT/bgSasUUY3m+MIXvoC33nor1rEQxKIZs8/US2QbkrdegoiMzFQNzDo1AKBzYlrhaAiCX6IyEz/60Y/Q3NyMa6+9Fn//+9/R29uLsbGx416EfBQVFSkdgmzMp3U0pPgy2VsmeMnpYnQKgoCKTP9IsjG7B1OOxC2Io3yyB09apYiqAPOEE04AADQ0NGDnzp1z7uf1eqOLilgwTmfizwAYK+bTOhLSMpGTwJX9kcBLThersyJLj4MDVgD+ro4VhcZYhBVzKJ/swZNWKaIyEz/+8Y+pZiLBGB0dRX5+vtJhyMJ8WkdCWiayk7xlgpecLlZnoGUCADrGpxPWTFA+2YMnrVJEZSbuvvvuGIdBELFhlKGWCSIyKjKTpwiTIFglqpoJIvGoq6tTOgTZmE9rqJlI9pYJXnK6WJ3hZiJxizApn+zBk1YpomqZuPfeeyX3EQQBP/rRj6I5PBEFbW1tqK6uVjoMWZhPa1g3R5K3TPCS08XqNOo0yElLwYjNjY4xB0RRTMhuWMone/CkVYqYd3MIghD8z0xmQj5cLpf0Towwn9ZRu/+zNK0aqSlquUKKC7zkNBY6KzL1GLG5YXV5MWp3IycBF3ijfLIHT1qliKqbw+fzHffyeDxobW3FrbfeilWrVmFoaCjWsRLzkJaWpnQIsjGXVlEUgy0TLNRL8JLTWOgML8JMzLoJyid78KRVipjVTKhUKixZsgQPPfQQli5diq1bt8bq0EQE8FRRPJdWi9MLl9e/DHWy10sA/OQ0FjpD6ybaxxKzboLyyR48aZUiLgWYZ555Jv7v//4vHocm5qCtrU3pEGRjLq2sjeTgJaex0FmZNdMy0ZagZoLyyR48aZUiLmbi448/hkpFA0UIeWFpJAexMMoy9VAfrblsGU1MM0EQLBNVAeZzzz036/aJiQm8//77ePnll3HDDTcsKjBiYRQWFiodgmzMpTV0JAcLLRO85DQWOrVqFcozU9E2No3uCQecHh90msT6QkP5ZA+etEoRlZm4/vrr5/wsJycH//7v/44f//jH0cZERIHHk7hrEsSaubSGTaWdgNX8C4WXnMZKZ3W230z4RP98E7W5iVUcR/lkD560ShGVmZht2VVBEJCZmQmTybTooIiFMzw8jNzcXKXDkIW5tI7aZoZpJfscEwA/OY2VzqrsVOCI/33LaOKZCcone/CkVYqozER5eXms4yCIRUM1E3xTlW0Ivm8doboJgpCTiDsVHQ4HbrzxRjz22GPz7vfoo4/i29/+Ntxu97z7EbGlpqZG6RBkYy6t49P+JkeVAGToo/LJCQUvOY2VzqrsmREdLaP2mBwzllA+2YMnrVJEbCaefvppPPvss9i4ceO8+23cuBE7duzAM888s+jgiMjp6upSOgTZmEtroGUiXa+BWpV40ykvFF5yGiudaVo1Ck3+Wpn2sWl4fWJMjhsrKJ/swZNWKSI2Ey+99BI2bdqEysrKeferqqrC5Zdfjv/93/9ddHBE5DgciTnrXzyYTatPFDFxtGUii4F6CYCfnMZSZ6Crw+kV0TvpjNlxYwHlkz140ipFxGbi008/xbp16yLa94wzzsDBgwejDopYOKmpqdI7McJsWq1OLzxHv4lmpiZ/FwfAT05jqbM6pKujeSSxujoon+zBk1YpIjYTLpcLWm1kw+20Wi2czsT6VsA6xcXFSocgG7NpDS2+zEplo2WCl5zGUmdN7kwRZqKZCcone/CkVYqIzURRUREOHToU0b6HDh1CUVFR1EERC6elpUXpEGRjNq3j0yFmgpFuDl5yGkudNTkhZmI4scwE5ZM9eNIqRcRmYsOGDXjuueckVwMdGhrCc889h89//vOLDo4gImXMPjN5DCvdHMTCMes1KDLrAABHRu3Bri+CIOJLxGZi27ZtcDgcOPfcc/Hhhx/Ous+HH36I8847Dw6HA9/73vdiFiQhDU+r182mdYzBlglechprnbVHuzrcXjGhVhClfLIHT1qliPgrXGVlJV566SVcddVVOOOMM1BZWYnPfe5zMJlMsFgsOHToEFpbW2EwGPDiiy+iqqoqnnETRBjjITUTmYzUTBDRUZdrwF9axwEATcN2LA3p+iAIIj4saCWcjRs34uDBg/jWt74Fh8OBV199Fc8//zxeffVV2O12fPOb38SBAwdwySWXxCteYg4GBweVDkE2ZtM6Nj3TzZFtYKObg5ecxlpnaBFm07AtpsdeDJRP9uBJqxQLfupWVFTgySefxJNPPgmLxYKpqSmYzWZak4NQlDFqmSCOUp1tgEoAfKK/ZYIgiPizqDV6TSYTiouLyUgkANXV1UqHIBuzaQ1Mpa3TqJCaklhLT0cLLzmNtU6dRoXKLP/4/85xB6bd3pgeP1oon+zBk1Yp2HjqEujt7VU6BNmYTWugZSLboIEgJP9U2gA/OY2HzrqjK4aKABoTpHWC8skePGmVgswEI0xPJ07Verw5VqvL44PV5f/2yVIXBy85jYfOZfkzy49/NmCN+fGjgfLJHjxplYLMBCPo9XqlQ5CNY7WOT4fOMcGOmeAlp/HQeUKomRhMjCJMyid78KRVCjITjFBWVqZ0CLJxrNbwOSbYGMkB8JPTeOgsMGmD98LhIVtCrCBK+WQPnrRKQWaCEZqbm5UOQTaO1TrG4LocAD85jYdOQRBwQr4RAGB3+9AxrnxzNOWTPXjSKkXCmokHHngAgiDglltuCW47++yzIQhC2OvGG29ULkgiIQjr5mBk9kti8SRiVwdBsEpCtgnv3bsXv/zlL7FixYrjPvvmN7+Je++9N/izwUCz2wFAbm6u0iHIxrFaw1smEvKWjgpechovnceaif+3TNnrSflkD560SpFwLRNWqxVXX301tm/fjszMzOM+NxgMKCgoCL7MZrMCUSYeGg07f0SlOFbrhIPNAkxechovnVXZBug0/kfcoQErRFHZugnKJ3vwpFWKhDMTW7ZswcaNG7Fhw4ZZP3/hhReQk5OD5cuX44477oDdLj2GPDBTZ+DldDpjHbbi9Pf3Kx2CbByrdSKkADODoZYJXnIaL50alYBlef6Wy2GbGwMWV1zOEymUT/bgSasUCfXkffHFF/HJJ59g7969s37+1a9+FeXl5SgqKsLBgwexbds2NDU14eWXX573uMuXLw8zHZs3b8bWrVtRWFiI1tZWAP7V30RRDC6xvnTpUvT09GB6ehp6vR6lpaU4cuQIACAvLw8qlQoDAwMAgKqqKgwMDMBms0Gn06GiogJNTU0AgJycHGi1WvT19QEAlixZguHhYVitVqSkpKC6uhqHDx8GAGRlZSE1NTU4EUpFRQXGxsYwNTUFtVqN2tpaHD58GKIoIiMjAyaTCd3d3QAAj8eDvr4+TExMQBAE1NfXo6mpCV6vF2azGZmZmejs7AQAlJSUwG63Y2xsDACwbNkyNDc3w+PxwGQyIScnB+3t7QCAoqIiOJ1OjI6OAgDq6urQ1tYGl8uFtLQ05Ofno62tDQBQWFgIj8eD4eFhAEBNTQ26urrgcDiQmpqK4uJitLS0BK83MDO3fXV1NXp7e4PXu6ysLFjclJubC41GE/yP6/V60dnZCZvNBq1Wi/FpXzC3zqkxTHj0Ydd7ZGQEFosFGo0GNTU1aGhoCF5vg8GAnp4eAEB5eTnGx8fnvN5msxldXV0AgNLSUlgsljmvd1ZWFjo6OgAAxcXFmJ6eDl7v+vp6tLS0wO12w2g0Ijc3N+x6u1yuYMxerxcdHR1wOp1IS0tDQUFB8J4tKCiAz+cLu2e7u7uD17ukpCTsnhUEIXi9q6qq0N/fD7vdDp1Oh/Ly8jmvd2VlJYaGhmC1WqHValFZWYnGxkYAQHZ2NvR6/az37LHXOzMzE0ajMXjPlpWVYXJyEhaLBY2Njairq0NjYyN8Ph/S09ORnp4edr2tVivGx8ePu2dnu94OhwOjo6Mo1Hjwr6P3xp/3NWNDVTry8vLmvWc7OzvhdDphMBhi+oyw2+1oaGhQ7BlRVlaGqampuD8jRFFES0uLos+IyspKDA4OBp8Rx96zOp0uJs8IAIo+IwCgtrY2bs+IwDWKBEFUuu3vKN3d3Vi1ahV27doVrJU4++yzcdJJJ+GRRx6Z9Xfee+89nHfeeWhpaZl1lVKPx4Pdu3ejsrISKtVMI4xOp4NOp4uLDqVwOBzcjHk+VuvXf9eAnkknDCkqvHrdiQpGFlt4yWk8dX42aMWtb/gfludUZeKOcyricp5IoHyyB+tavV4vDhw4gLPOOkuySydhujn27duHoaEhnHLKKdBoNNBoNNi9ezceffRRaDQaeL3Hz6+/Zs0aAAg62bkwmUwwm83BF2tGAuBr9bpjtU4cHc3BUhcHwE9O46mzNjcN+qN1Ewf6LYrWTVA+2YMnrVIkzNP3vPPOw6effhq2bfPmzairq8O2bduCTUqh7N+/H4C/6Yx3bDZ+hr6FanV7Z6bSztCzU3wJ8JPTeOrUqAQsL0jDxz0WjNk96J50oixDmW+SlE/24EmrFAljJkwmE5YvXx62LS0tDdnZ2Vi+fDlaW1uxc+dOXHTRRcjOzsbBgwdx66234swzz5x1CClvaLVapUOQjVCtkyEjOdIZa5ngJafx1nlSkQkf91gAAAf6LIqZCcone/CkVYqE6eaQQqvV4p133sH555+Puro6fPe738WmTZvwxhtvKB1aQlBZWal0CLIRqnUiZMKqDD1bZoKXnMZb50mFpuD7f/Upt+gX5ZM9eNIqRUI/ff/6178G35eWlmL37t3KBZPgNDY2YtmyZUqHIQuhWkPnmGCtZoKXnMZbZ1V2KoxaNawuL/b3WeD1iVCr5F+mnvLJHjxplSJpWiYIYjZYbpkgYoNaJeCUYn/rhNXlReMw9XMTRKwhM8EI2dnZSocgG6FaQyesYmn2S4CfnMqh89TSmZlyA/UTckP5ZA+etEpBZoIRWBzuOhehWlnu5uAlp3LoXFU8Yyb2dk/F/XyzQflkD560SkFmghEWMlNZshOqNaybgzEzwUtO5dCZnZaCyiz/KI7mETvGQ1q05ILyyR48aZWCzASR1IS1TFDNBDEPp5bMtE7sU6irgyBYhcwEIyxZskTpEGQjVGugZUIlACYdW2aCl5zKpXNViJn4qHtSlnOGQvlkD560SkFmghECi77wQKjWCYe/udqs0ygy3C+e8JJTuXSeUGCEUeufSfej7im4vT6J34gtlE/24EmrFGQmGMFi4afZNqBVFEVm1+UA+MmpXDo1KgFryvytE3a3Dwf65Z3AivLJHjxplYLMBCNIrejGEgGt024fXF7/wk0smgleciqnzjPKM4Lv/9kpb1cH5ZM9eNIqBZkJRqipqVE6BNkIaGW9+JKXnMqpc1WJCSlqf3fYB52T8Mm4iijlkz140ioFmQlGaGhoUDoE2QhoDR8WytaEVQA/OZVTZ2qKGqcU+WfDHLW70Txsl+3clE/24EmrFGQmiKQlUHwJAOkMtkwQ8eGM8vTg+7+1TygXCEEwBJkJRsjKylI6BNkIaJ10eIPbWKyZ4CWncus8oyIDR3s6sLt9XLauDsone/CkVQoyE4xgMBiUDkE2AlqnQmom0hmbYwLgJ6dy60zXa3DK0em1h6xuHB6SZ+Evyid78KRVCjITjNDT06N0CLIR0DoZYibMDHZz8JJTJXSeXZURfP/X1glZzkn5ZA+etEpBZoJIWsJaJvRqBSMhko0zyjOCozrebx+H1yffqA6CYBEyE4xQXl6udAiyEdDKessELzlVQmeaVh1cq2N82oP9ffGffIjyyR48aZWCzAQjjI+PKx2CbAS0TjlDzASDNRO85FQpnedWZwbfv31kLO7no3yyB09apSAzwQhTU1NKhyAbAa2B0RwmnZq5dTkAfnKqlM7TytJh1vm7x/7eMQFLiDmNB5RP9uBJqxRkJhhBreanZiCgNVAzwWKrBMBPTpXSqVWrcG61f2if2yvir63x/ZZJ+WQPnrRKQWaCEWpra5UOQTZqa2vh8YmwuvwtE6xOWMVLTpXUeUHNzDwBbzXHt6uD8skePGmVgswEIxw+fFjpEGTj8OHDsIQVX7L57YCXnCqpsyrbgOrsVABA84gdLSPxm16b8skePGmVgswEI4gyLlikNKIoYtIZOiyUzZYJXnKqtM6L6nKC719vGInbeZTWKRe86AT40ioFmQlGyMjIUDoE2cjIyAibY4LVmglecqq0zvOqM2FI8T8K32sdC7u3YonSOuWCF50AX1qlIDPBCGazWekQZMNsNoety8FqywQvOVVaZ2qKGufXZAMAXF4RbzePxuU8SuuUC150AnxplYLMBCN0dXUpHYJsdHV1hU1YZWLUTPCS00TQeUn9TFfHaw0jcZkRMxF0ygEvOgG+tEpBZoJISmgqbSKWlGbosarEBAAYtLpoaXKCWCBkJhihtLRU6RBko7S0NLwAk9GaCV5ymig6L1+RH3z/0sHBmBfXJYrOeMOLToAvrVKQmWAEiyX+awskChaLJbwAk9FuDl5ymig6Tyo0oibHv6R0y+g0/hXj9ToSRWe84UUnwJdWKchMMMLExITSIcjGxMREWM0EqwWYvOQ0UXQKgoArVuQFf975r9i2TiSKznjDi06AL61SkJlgBEFgb22KuRAEAVNHR3OoBP8KkCzCS04TSefaigyUpOsAAAcHrNjfZ43ZsRNJZzzhRSfAl1YpyEwwQn19vdIhyEZ9fX2wZcKk0zC5yBfAT04TSadaJeCakwuCP/96X3/MWicSSWc84UUnwJdWKchMMEJTU5PSIchGU1NTcIXHwKqPLMJLThNN51mVmSjP0AMAGoZs2NsTm5UhE01nvOBFJ8CXVinITDCC1+uV3okRnG4P7G4fAHbrJQB+cppoOtUqAdeunGmd2P5RX0zmnUg0nfGCF50AX1qlIDPBCDzNxCbojcH3rI7kAPjJaSLqXFeRgdpc/8iOznEH/ty0+FkxE1FnPOBFJ8CXVinITDBCVlaW9E6MoDbM/AdmdV0OgJ+cJqJOlSDgxjXFwZ9/va8fNtfivoUmos54wItOgC+tUpCZYISOjg6lQ5CNls7e4HtWlx8H+Mlpouo8ocCIs5ZkAAAmHR78z96+RR0vUXXGGl50AnxplYLMBJF02Dwz/dcmhlsmCOW5YXUxdBr/Y/KPh0fw2WDshooSBEuQmWCE4uJi6Z0YQWfMCL43MTyag5ecJrLOfJMW168sBACIAB75WzdcXl9Ux0pknbGEF50AX1qlIDPBCNPT00qHIBvjNmfwPcstE7zkNNF1fvGE3JlizAkHXjowGNVxEl1nrOBFJ8CXVinITDDC2NiY0iHIxojFHnzPcssELzlNdJ1qlYBb1pUiMDfazv2DaBq2Lfg4ia4zVvCiE+BLqxRkJoikwx5WM8GumSASh6psA75yon9VUY9PxH+917Ho0R0EwRJkJhiBp2ld1amm4HuWuzl4yWmy6Lz2lELU5/m7OwYsLjzyt64FTbWdLDoXCy86Ab60SkFmghFaWlqUDkE2hiZmKupZbpngJafJolOjEnDHORUwHl1Ybnf7BN44PBLx7yeLzsXCi06AL61SkJlgBLfbrXQIsmF1+avpU1QC9Bp2b2FecppMOgtMOty2viz48y8+6MEnvZGt3ZFMOhcDLzoBvrRKwe6TmDOMRqP0Tozg8Pkr4Uw6NdNLAPOS02TTuW5JBjYtzwUA+ETg3nfa0TEuXdWfbDqjhRedAF9apSAzwQi5ublKhyAbgQJMluslAH5ymow6b1hdjNPL0gEAdrcPP3qrDaP2+b+lJqPOaOBFJ8CXVinITDBCe3u70iHIgsvrgyNoJtitlwD4yWky6lSrBPz7OeWozk4FAAxaXdj2fy0Yn8dQJKPOaOBFJ8CXVinITBBJhdU5MxyP9ZYJIrFJTVHjP86vQr5RCwDomnDg+xKGgiBYhcwEIxQVFSkdgixYnJ7ge9ZbJnjJaTLrzE5LwU82ViPPmALAP0Pm9/+vBUNW13H7JrPOhcCLToAvrVIkrJl44IEHIAgCbrnlluA2h8OBLVu2IDs7G0ajEZs2bcLgYHRT27KGy3X8w4tFpkJaJsx6tlsmeMlpsussNOnw04uWIjdtxlDc/HoTjozYw/ZLdp2RwotOgC+tUiSkmdi7dy9++ctfYsWKFWHbb731Vrzxxhv43e9+h927d6Ovrw+XXXaZQlEmFiMjkY93T2Z4apngJacs6Cw06/DQxqUoMvu7PMbsHnz3j0fwQedkcB8WdEYCLzoBvrRKkXBmwmq14uqrr8b27duRmZkZ3D45OYlf/epXePjhh3Huuedi5cqV2LFjB/75z39iz549CkZMyImFaiaIBKXQrMMjl9RgWV4aAMDh8eGuXW341Ue98PginymTIJKRhDMTW7ZswcaNG7Fhw4aw7fv27YPb7Q7bXldXh7KyMnzwwQfzHtNisWBqair4cjqd8+6fjNTW1iodgixYHPy0TPCSU5Z0ZqSm4MGLqnHmkozgtt8eHMLtfzyCjKIlygUmIyzlUwqetEqRUF/tXnzxRXzyySfYu3fvcZ8NDAxAq9UiIyMjbHt+fj4GBgbmPe7y5ctht8/0X27evBlbt25FYWEhWltbg8cRRRFDQ0MAgKVLl6KnpwfT09PQ6/UoLS3FkSNHAAB5eXlQqVTB81ZVVWFgYAA2mw06nQ4VFRVoamoCAOTk5ECr1aKvrw8AsGTJEgwPD8NqtSIlJQXV1dU4fPgwACArKwupqano7e0FAFRUVGBsbAxTU1NQq9Wora3F4cOHIYoiMjIyYDKZ0N3dDQBQqVQwm82YmJiAIAior69HU1MTvF4vzGYzMjMz0dnZCQAoKSmB3W4Prni3bNkyNDc3w+PxwGQyIScnJzjkqaioCE6nE6OjowD8Bq6trQ0ulwtpaWnIz89HW1sbAKCwsBAejwfDw8MAgJqaGnR1dcHhcCA1NRXFxcXB6Wfz8/2LJgVqXqqrq9Hb2xu83mVlZWhubgbgH8ut0WjQ39+P9t4ZMzE20IsW3ygqKyvR2NgIAMjOzoZOpwu73iMjI7BYLNBoNKipqUFDQ0PwehsMBvT09AAAysvLMT4+Puf1NpvN6OrqAgCUlpbCYrHMeb2zsrLQ0dEBACguLsb09HTwetfX16OlpQVutxtGoxG5ublh19vlcmFkZAQ2mw2nnHIKOjo64HQ6kZaWhoKCguA9W1BQAJ/PF3bPdnd3B693SUlJ2D0rCELweldVVaG/vx92ux06nQ7l5eWzXm8AqKysxNDQEKxWK7Ra7XHXW6/Xz3rPHnu9MzMzYTQag/dsWVkZJicn0dfXB5PJhLq6OjQ2NsLn8yE9PR3p6elh19tqtWJ8fPy4e3a26+1wOGa9Z41GI/Ly8ua9Zzs7O+F0OmEwGKJ+Rvx/K3JRbhTwwqFx+ESgYciGb73ciI1lamyoMKByyRLZnxFlZWWYmpqK+zNCq/V39Sj1jAjcs4ODg7DZbLPes7F6Rmg0GrhcLsWeEYDf0MTrGRG4RpEgiAtZqSaOdHd3Y9WqVdi1a1ewVuLss8/GSSedhEceeQQ7d+7E5s2bj2tVWL16Nc455xw8+OCDxx3T4/Fg9+7dqKyshEo10wij0+mg0+niK0hmGhoasGzZMqXDiDuP/r0bf2z0/yd64ou1WJpjUDii+MFLTlnWeXjIhvve68BgyOiOulwDvn16CeqPdoewBsv5PBbWtXq9Xhw4cABnnXUWNJr52x4Spptj3759GBoawimnnAKNRgONRoPdu3fj0UcfhUajQX5+PlwuFyYmJsJ+b3BwEAUFBfMe22QywWw2B1+sGQkASEtj88F0LDwVYPKSU5Z11uel4anL6nBxfU5wW+OwHd95vRn3vdeO/in2ulxZzuex8KRVioTp5jjvvPPw6aefhm3bvHkz6urqsG3bNpSWliIlJQXvvvsuNm3aBABoampCV1cXTj/9dCVCTiikDBUrTHFUgMlLTlnXmaZV4+a1pVhXZsQTe/rRPek3EH9tm8D77RM4tzoLV56Yj7IMvcKRxgbW8xkKT1qlSJinsclkwvLly8O2paWlITs7O7j9G9/4Bm677TZkZWXBbDZj69atOP3003HaaacpEXJC0draynRzW4BAy4RKAAwpCdOwFhd4ySkvOvWWfvxyUz3+r3EEz38ygEmHBz4ReOfIGN49MobVpWZsrM/BqSVmqFXJu4AdL/kE+NIqRcKYiUj4+c9/DpVKhU2bNsHpdOKCCy7AL37xC6XDImQkMDTUpNMwvWIowSYalYD/tywX51Vn4eVDQ3j1s2FYnF6IAD7snsKH3VPITUvBF2qzcU5VJkrS2WitINgnYQow40GgAPPEE0+EWs12//rY2BiysrKUDiPufPHXB2B3+1CSrsP/XM72NwJecsqzTrvLiz82juC1z4YxbDt+TY8lmXqsr8zEGWXpWJKlTwoDzUs+Afa1LqQAM6laJoi58fl8SocQdyxOD+xuv86co1MXswwPOQX41mnQqnHFinxsWp6HvT1T+NPhEXzUPYXAN7z2cQfa9/XjuX39yErV4ORiE04pNmF5vhEFJm1Cmgte8gnwpVUKMhOMMDQ0hJycHOkdk5h+y8zwukITeyNyjoWHnAKkE/AvaX5aWTpOK0vHkNWF99sn8Lf2cRwempkfZ2zag3dbxvFui3+ujXS9BvV5BtTnpWFpjgFLMlORZVC++4+XfAJ8aZWCzASRNIQOoys8ugYCQbBGnlGLL38uD1/+XB6GrC78o2MCn/RacKDfCodn5pvwpMODPV1T2NM1Fdxm1KpRnqlHeaYeRWYdCk06FJi0KDBpmR/9RCgL3V2MsHTpUqVDiDv9lhAzwUHLBA85BUjnfOQZtfjS8jx8aXke3F4fDg/ZcKDfisYhOxqHbWFr1QCA1eXFZ4M2fDZoO+5YRq0aecYUZKamINOQgqxUDTJTU5Bl0CAjNQUmrRppOjVMWjUMWjVUUbZw8JJPgC+tUpCZYITu7m5UVlYqHUZc6Z8K6eYws28meMgpQDojJUWtwopCE1YUmgAAoiiid8qJxiE72sam0TE+jY5xB0ZmKeQE/EbDOuYF4JA8lwB/PYdRq4ZR5/9Xr1FBF/Ka+VmATj3z8+jIMIoL86FRCcGXWiUgRaWCWoWQ7aqjn/m3CYIAlYDgvypBgAAEtyUivNy7kcCFmbjtjWa4xcS8GWOFw+GA/kCj0mHElb7Qbg4T+90cDof0Q58FSGd0CIKAknT9ccNHrU4Puied6J9yYsDi8r+sTvRPuTBmd8MdwQqmIgCbywuby4tBaxTBHWqP4pfmJ2gwBP/UzVLmQwD8rmjmHwjBn4//eyDMsW9gizDLvi6XC9p9DSG/c/y+x8Vw3PGP+41FEyvvlSKIuL4ssn25MBNtY9Nw+tg2EwAA27TSEchCWorARf9vamqq0iHIAumMLUadBvV5mlnX/hBFEVaXF+N2D8am3RifdmPM7sHEtNvfcuHywur0/2sLeZ8IS6j7RMAXNpOB8jEBAKbZmxI9gE4lAmQmZkhRCfDF2PklGiJi7W0TE32KCteclKd0GLJQUlKidAiyQDrlQxD8Rtyk06AsM7IJsURRhNMrwunxwenxwXH0X1fgvTew/eg+bg9EQYDHK8LjE+H1iXAf/ddz7CuwjyhCPGoWfCL87+HfFrrdJ4oQj8bkO+YzEeHbAr4jYDlEhG8IsyWzbAton2174HfEkCfvbFM2iSH7hh1nnuMuhlgfL0WI/KhcmInfXbuC+UmrWF+9LhT/8sDsz4l/5MgRLnJKOhMbQRCg1wjQayKbvp63ZxHLWgOTVkUC24sbEARBEAQRd8hMMEJeHh9N/wA/WkknW5BO9uBJqxRkJhghUYdOxQNetJJOtiCd7MGTVinITDDC4OCg0iHIBi9aSSdbkE724EmrFGQmCIIgCIJYFGQmGKGqqkrpEGSDF62kky1IJ3vwpFUKMhOM0N/fr3QIssGLVtLJFqSTPXjSKgXTZsLpdIb9yypOpxOPPfYY8zoBfrSSTrYgnezBk9ZIYNpMuFyusH9Zxel0YseOHVzc1LxoJZ1sQTrZgyetkcC0mSAIgiAIIv6QmSAIgiAIYlEwvTZHYOEVn88Hr9ercDTxw+fzwWAwMK8T4Ecr6WQL0skePGgN6JptEbNjEcRI9kpSJicn8fHHHysdBkEQBEEkLWvXroVeP/8qs0ybCZ/PB5fLBbVaTdOeEgRBEMQCEEURXq8XWq0WKtX8VRFMmwmCIAiCIOIPFWASBEEQBLEoyEwQBEEQBLEoyEwQBEEQBLEomDYTTzzxBCoqKqDX67FmzRp89NFHSocUU95//31ccsklKCoqgiAIePXVV5UOKS7cf//9OPXUU2EymZCXl4cvfvGLaGpqUjqsmPPkk09ixYoVMJvNMJvNOP300/HnP/9Z6bDizgMPPABBEHDLLbcoHUrMufvuuyEIQtirrq5O6bDiQm9vL6655hpkZ2cjNTUVn/vc55gbTVdRUXFcPgVBwJYtW5QOTXGYNRO//e1vcdttt+Guu+7CJ598ghNPPBEXXHABhoaGlA4tZthsNpx44ol44oknlA4lruzevRtbtmzBnj17sGvXLrjdbpx//vmw2WxKhxZTSkpK8MADD2Dfvn34+OOPce655+LSSy/FZ599pnRocWPv3r345S9/iRUrVigdStw44YQT0N/fH3z9/e9/VzqkmDM+Po61a9ciJSUFf/7zn9HQ0ICf/exnyMzMVDq0mLJ3796wXO7atQsAcPnllyscWQIgMsrq1avFLVu2BH/2er1iUVGReP/99ysYVfwAIL7yyitKhyELQ0NDIgBx9+7dSocSdzIzM8VnnnlG6TDigsViEZcuXSru2rVLPOuss8TvfOc7SocUc+666y7xxBNPVDqMuLNt2zZx3bp1SochO9/5znfEqqoq0efzKR2K4jDZMuFyubBv3z5s2LAhuE2lUmHDhg344IMPFIyMiAWTk5MAgKysLIUjiR9erxcvvvgibDYbTj/9dKXDiQtbtmzBxo0bw/6fssiRI0dQVFSEyspKXH311ejq6lI6pJjz+uuvY9WqVbj88suRl5eHk08+Gdu3b1c6rLjicrnwm9/8Bl//+tdpHiMw2s0xMjICr9eL/Pz8sO35+fkYGBhQKCoiFvh8Ptxyyy1Yu3Ytli9frnQ4MefTTz+F0WiETqfDjTfeiFdeeQXLli1TOqyY8+KLL+KTTz7B/fffr3QocWXNmjV49tln8eabb+LJJ59Ee3s71q9fD4vFonRoMaWtrQ1PPvkkli5dirfeegvf/va3cfPNN+PXv/610qHFjVdffRUTExO4/vrrlQ4lIWB6bQ6CPbZs2YJDhw4x2e8MALW1tdi/fz8mJyfx+9//Htdddx12797NlKHo7u7Gd77zHezatUtyit5k58ILLwy+X7FiBdasWYPy8nK89NJL+MY3vqFgZLHF5/Nh1apVuO+++wAAJ598Mg4dOoSnnnoK1113ncLRxYdf/epXuPDCC1FUVKR0KAkBky0TOTk5UKvVGBwcDNs+ODiIgoIChaIiFstNN92EP/7xj/jLX/6CkpISpcOJC1qtFtXV1Vi5ciXuv/9+nHjiifjv//5vpcOKKfv27cPQ0BBOOeUUaDQaaDQa7N69G48++ig0Gg2ziyYBQEZGBmpqatDS0qJ0KDGlsLDwOMNbX1/PZJcOAHR2duKdd97BDTfcoHQoCQOTZkKr1WLlypV49913g9t8Ph/effddZvufWUYURdx000145ZVX8N5772HJkiVKhyQbPp8PTqdT6TBiynnnnYdPP/0U+/fvD75WrVqFq6++Gvv374darVY6xLhhtVrR2tqKwsJCpUOJKWvXrj1uuHZzczPKy8sViii+7NixA3l5edi4caPSoSQMzHZz3HbbbbjuuuuwatUqrF69Go888ghsNhs2b96sdGgxw2q1hn3DaW9vx/79+5GVlYWysjIFI4stW7Zswc6dO/Haa6/BZDIF617S09ORmpqqcHSx44477sCFF16IsrIyWCwW7Ny5E3/961/x1ltvKR1aTDGZTMfVu6SlpSE7O5u5Opjbb78dl1xyCcrLy9HX14e77roLarUaV111ldKhxZRbb70VZ5xxBu677z5cccUV+Oijj/D000/j6aefVjq0mOPz+bBjxw5cd9110GiY/RO6cJQeThJPHnvsMbGsrEzUarXi6tWrxT179igdUkz5y1/+IgI47nXdddcpHVpMmU0jAHHHjh1KhxZTvv71r4vl5eWiVqsVc3NzxfPOO098++23lQ5LFlgdGvqVr3xFLCwsFLVarVhcXCx+5StfEVtaWpQOKy688cYb4vLly0WdTifW1dWJTz/9tNIhxYW33npLBCA2NTUpHUpCQauGEgRBEASxKJismSAIgiAIQj7ITBAEQRAEsSjITBAEQRAEsSjITBAEQRAEsSjITBAEQRAEsSjITBAEQRAEsSjITBAEQRAEsSjITBAEQRAEsSjITBAEEeT6669HRUWF0mEEufvuuyEIAgRBgNFojNt5brnlFlnOQxCsQhOLEwTjCIIQ0X5/+ctf4hxJ9Dz//PNISUmJ2/GvvfZarFq1Ck8//TQ++eSTuJ2HIFiFzARBMM7zzz8f9vNzzz2HXbt2Hbe9vr4e27dvh8/nkzO8iLjmmmvievyVK1di5cqVeOedd8hMEEQUkJkgCMY59g/xnj17sGvXrrj/gSYIgh+oZoIgiCDH1kx0dHRAEAQ89NBDeOKJJ1BZWQmDwYDzzz8f3d3dEEUR//Ef/4GSkhKkpqbi0ksvxdjY2HHH/fOf/4z169cjLS0NJpMJGzduxGeffbaoWCsqKnDxxRfj73//O1avXg29Xo/Kyko899xzYfu53W7cc889WLp0KfR6PbKzs7Fu3Trs2rVrUecnCGIGMhMEQUjywgsv4Be/+AW2bt2K7373u9i9ezeuuOIK3HnnnXjzzTexbds2fOtb38Ibb7yB22+/Pex3n3/+eWzcuBFGoxEPPvggfvSjH6GhoQHr1q1DR0fHouJqaWnBl7/8ZXz+85/Hz372M2RmZuL6668PMyp333037rnnHpxzzjl4/PHH8cMf/hBlZWXUnUEQMYS6OQiCkKS3txdHjhxBeno6AMDr9eL+++/H9PQ0Pv74Y2g0/kfJ8PAwXnjhBTz55JPQ6XSwWq24+eabccMNN+Dpp58OHu+6665DbW0t7rvvvrDtC6WpqQnvv/8+1q9fDwC44oorUFpaih07duChhx4CAPzpT3/CRRddtKjzEAQxP9QyQRCEJJdffnnQSADAmjVrAPjrMQJGIrDd5XKht7cXALBr1y5MTEzgqquuwsjISPClVquxZs2aRY8gWbZsWdBIAEBubi5qa2vR1tYW3JaRkYHPPvsMR44cWdS5CIKYG2qZIAhCkrKysrCfA8aitLR01u3j4+MAEPwDfu655856XLPZHNO4ACAzMzN4fgC49957cemll6KmpgbLly/HF77wBVx77bVYsWLFos5NEMQMZCYIgpBErVYvaLsoigAQHGb6/PPPo6Cg4Lj9Qls1YhlX4PwAcOaZZ6K1tRWvvfYa3n77bTzzzDP4+c9/jqeeego33HDDos5PEIQfMhMEQcSNqqoqAEBeXh42bNigWBxZWVnYvHkzNm/eDKvVijPPPBN33303mQmCiBFUM0EQRNy44IILYDabcd9998Htdh/3+fDwcNxjGB0dDfvZaDSiuroaTqcz7ucmCF6glgmCIOKG2WzGk08+iWuvvRannHIKrrzySuTm5qKrqwt/+tOfsHbtWjz++ONxjWHZsmU4++yzsXLlSmRlZeHjjz/G73//e9x0001xPS9B8ASZCYIg4spXv/pVFBUV4YEHHsBPf/pTOJ1OFBcXY/369di8eXPcz3/zzTfj9ddfx9tvvw2n04ny8nL853/+J773ve/F/dwEwQuCGFqpRBAEkUAEJpwaHh6GIAjIzs6Oy3lsNhump6exdetWvPHGG7BarXE5D0GwCtVMEASR8OTm5qK8vDxux//hD3+I3NxcvPjii3E7B0GwDLVMEASRsLS1tQUnoNJoNDj77LPjcp7m5mZ0dXXF/TwEwSpkJgiCIAiCWBTUzUEQBEEQxKIgM0EQBEEQxKIgM0EQBEEQxKIgM0EQBEEQxKIgM0EQBEEQxKIgM0EQBEEQxKIgM0EQBEEQxKIgM0EQBEEQxKIgM0EQBEEQxKL4/wHLxA3GP9Ui0gAAAABJRU5ErkJggg==", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(6,4))\n", + "plt.plot(1e9*current.t, 1e3*current.signal)\n", + "plt.xlabel('Time [ns]')\n", + "plt.ylabel('Current [mA]')\n", + "plt.xlim([1e9*t.min(), 1e9*t.max()])\n", + "plt.grid(True)" + ] + }, + { + "cell_type": "code", + "execution_count": 81, + "metadata": {}, + "outputs": [], + "source": [ + "bitsTx = np.random.randint(2, size=32)\n", + "n = np.arange(0, bitsTx.size)\n", + "\n", + "# upsampling\n", + "symbolsUp = upsample(bitsTx, SpS)\n", + "\n", + "# typical NRZ pulse\n", + "pulse = pulseShape('rect', SpS)\n", + "pulse = pulse/max(abs(pulse))\n", + "\n", + "# pulse formatting\n", + "sigTx = firFilter(pulse, symbolsUp)\n", + "\n", + "sigTx = shift(sigTx, int(SpS/2), cval=sigTx[0])\n", + "t = np.arange(0,SpS*len(bitsTx))*Ts\n", + "\n", + "a,b=rc_filter(R, C, Fs, 'low')\n", + "zi = signal.lfilter_zi(b, a)\n", + "z, _ = signal.lfilter(b, a, sigTx, zi=zi*sigTx[0])\n", + "\n", + "current = parameters()\n", + "current.t = t\n", + "current.signal = z" + ] + }, + { + "cell_type": "code", + "execution_count": 82, + "metadata": {}, + "outputs": [], + "source": [ + "# Solve rate equations\n", + "laser_dfb_parameters,current,sol = laser.laser_dfb(laser_dfb_parameters,current)\n", + "out = laser.laser_dynamic_response(sol['y'], laser_dfb_parameters)" + ] + }, + { + "cell_type": "code", + "execution_count": 83, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(0.0, 3000000000000000.0)" + ] + }, + "execution_count": 83, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ax = laser.plot(current.t,out)\n", + "ax[0,0].set_ylim([-1,6])\n", + "ax[1,0].set_ylim([-1,5])\n", + "ax[0,1].set_ylim([1.3e18,1.5e18])\n", + "ax[1,1].set_ylim([0,3e15])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### LI plot" + ] + }, + { + "cell_type": "code", + "execution_count": 84, + "metadata": {}, + "outputs": [], + "source": [ + "# generate pseudo-random bit sequence\n", + "bitsTx = [0, 0, 0, 0] \n", + "\n", + "# upsampling\n", + "symbolsUp = upsample(bitsTx, SpS)\n", + "\n", + "# typical NRZ pulse\n", + "pulse = pulseShape('rect', SpS)\n", + "pulse = pulse/max(abs(pulse))\n", + "\n", + "# pulse formatting\n", + "sigTx = firFilter(pulse, symbolsUp)\n", + "\n", + "sigTx = shift(sigTx, int(SpS/2), cval=sigTx[0])\n", + "t = np.arange(0,SpS*len(bitsTx))*Ts" + ] + }, + { + "cell_type": "code", + "execution_count": 85, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "5d417eccc92a4c9f9a5f52c35e73018e", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + " 0%| | 0/40 [00:00" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig,ax = plt.subplots(figsize=(6,4))\n", + "ax.plot(1e3*li_current,1e3*li_power, 'o-')\n", + "ax.set_xlabel('Current [mA]')\n", + "ax.set_ylabel('Power [mW]')\n", + "ax.yaxis.get_ticklocs(minor=True)\n", + "ax.minorticks_on()\n", + "plt.show()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.7" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/optic/models/laser.py b/optic/models/laser.py new file mode 100644 index 00000000..96869151 --- /dev/null +++ b/optic/models/laser.py @@ -0,0 +1,648 @@ +""" +======================================================== +Models for DFB laser (:mod:`optic.models.laser`) +======================================================== + +.. autosummary:: + :toctree: generated/ + + laser_dfb -- Semiconductor DFB laser model. +""" + + +"""Basic physical models for DFB laser.""" +import numpy as np +import matplotlib.pyplot as plt +from scipy.fft import fft +from scipy.integrate import solve_ivp,odeint +from scipy.constants import c, h, e +from optic.utils import parameters + +def laser_dfb(param, current): + """ + Simulate the behavior of a laser in a DFB (Distributed Feedback) structure. + + Parameters + ---------- + param : Namespace + A namespace containing parameters for the DFB laser simulation. + - noise_terms : bool, optional + Flag to include noise terms in the simulation (default: False). + - v : float, optional + Active layer volume (default: 1.5e-10). + - tau_n : float, optional + Carrier lifetime (default: 1.0e-9). + - a0 : float, optional + Active layer gain coefficient (default: 2.5e-16). + - vg : float, optional + Group velocity of light in the medium (default: 8.5e+9). + - n_t : float, optional + Carrier density at transparency (default: 1.0e+18). + - epsilon : float, optional + Gain compression factor (default: 1.0e-17). + - gamma : float, optional + Mode confinement factor (default: 0.4). + - tau_p : float, optional + Photon lifetime (default: 3.0e-12). + - beta : float, optional + Fraction of spontaneous emission coupling (default: 3.0e-5). + - alpha : float, optional + Linewidth enhancement factor (default: 5). + - sigma : float, optional + Absorption cross-section (default: 2e-20). + - i_bias : float, optional + Bias current (default: 0.078). + - i_max : float, optional + Maximum current (default: 0.188). + - eta_0 : float, optional + Quantum efficiency (default: 0.4). + - lmbd : float, optional + Wavelength of the laser (default: 1300e-9). + - freq_0 : float, optional + Frequency of the laser (derived from lmbd). + - ith : float, optional + Current threshold for laser operation. + Note: All parameters have default values and are optional. + + current : array_like + An object containing information about the current distribution. + - signal : ndarray + Current signal distribution. + - t : ndarray + Time array representing the current signal over time. + + Returns + ------- + param : Namespace + The updated parameter namespace after the simulation. + current : ndarray + The updated current distribution after the simulation. + laser_solution : array_like + The solution of the DFB laser simulation. + """ + + param.noise_terms = getattr(param, "noise_terms", False) + param.v = getattr(param, "v", 1.5e-10) + param.tau_n = getattr(param, "tau_n", 1.0e-9) + param.a0 = getattr(param, "a0", 2.5e-16) + param.vg = getattr(param, "vg", 8.5e+9) + param.n_t = getattr(param, "n_t", 1.0e+18) + param.epsilon = getattr(param, "epsilon", 1.0e-17) + param.gamma = getattr(param, "gamma", 0.4) + param.tau_p = getattr(param, "tau_p", 3.0e-12) + param.beta = getattr(param, "beta", 3.0e-5) + param.alpha = getattr(param, "alpha", 5) + param.sigma = getattr(param, "sigma", 2e-20) + param.i_bias = getattr(param, 'i_bias', 0.078) + param.i_max = getattr(param, 'i_max', 0.188) + param.eta_0 = getattr(param, 'eta_0', 0.4) + param.lmbd = getattr(param, 'lmbd', 1300e-9) + param.freq_0 = c/param.lmbd + # Current Threshold + param.ith = e/param.tau_n*param.v*(param.n_t + 1/(param.gamma * param.tau_p * param.vg * param.a0)) + # Electrical current + current = set_current(param, current) + + return param, current, solve_laser_dfb(param, current) + +def set_current(param, current): + """ + Set the electrical current for a laser simulation. + + Parameters + ---------- + param : Namespace + An object containing parameters for the simulation. + - i_max : float + Maximum current. + - i_bias : float + Bias current. + + current : Namespace + An object containing information about the current distribution. + - signal : ndarray + Current signal distribution. + - t : ndarray + Time array representing the current signal over time. + - t_step : float, optional + Time step between consecutive elements in `t`. + + Returns + ------- + Namespace + An updated `current` object with the modified current signal and time step. + """ + current.signal = param.i_max * current.signal + param.i_bias + current.t_step = current.t[1]-current.t[0] + return current + +def laser_dynamic_response(y, param): + """ + Calculate the dynamic response of a laser after simulation. + + Parameters + ---------- + y : ndarray + An array containing the state variables of the laser. + - y[0, :] : ndarray + Carrier density. + - y[1, :] : ndarray + Photon density. + - y[2, :] : ndarray + Optical phase. + + param : Namespace + An object containing parameters for the simulation. + (Refer to laser_dfb function docstring for details.) + + Returns + ------- + Namespace + An object containing the calculated dynamic response parameters. + - N : ndarray + Carrier density. + - S : ndarray + Photon density. + - phase : ndarray + Phase of the optical field. + - power : ndarray + Optical power. + - chirp : ndarray + Chirp parameter. + - e_out : ndarray, complex + Complex representation of the optical field. + """ + out = parameters() + # get physical parameters + out.N = y[0,:] + out.S = y[1,: ] + out.phase = y[2,:] + # get signal parameters + out.power = (out.S/2) * (param.v * h * param.freq_0 * param.eta_0)/(param.gamma * param.tau_p) + out.chirp = 1/(2*np.pi) * (param.alpha / 2) * (param.gamma * param.vg * param.a0 * (out.N - param.n_t) - 1/param.tau_p) + out.e_out = np.sqrt(np.real(out.power)) * np.exp(1j * out.phase) + return out + +def get_current(current, t): + """ + Get the electrical current at a specific time for a laser simulation. + + Parameters + ---------- + current : Namespace + An object containing information about the current distribution. + (Refer to set_current function docstring for details.) + + t : float + The specific time at which to retrieve the current. + + Returns + ------- + float + The electrical current at the specified time. + """ + return np.real(current.signal[np.argwhere(t >= current.t)[-1]]) + +def solve_laser_dfb(param, current): + """ + Solve the rate equations for a laser in a DFB (Distributed Feedback) structure. + + Parameters + ---------- + param : Namespace + An object containing parameters for the simulation. + (Refer to laser_dfb function docstring for details.) + + current : Namespace + An object containing information about the current distribution. + (Refer to set_current function docstring for details.) + + Returns + ------- + solution : scipy.integrate.OdeResult + The result of solving the rate equations for the laser DFB simulation. + """ + # Initial conditions + return solve_ivp( + laser_rate_equations, + t_span=[current.t[0], current.t[-1]], + y0=get_initial_conditions(param,current), + args=(param,current,), + method='RK45', + t_eval = current.t, + dense_output=True, + #rtol = 1e-4, + #atol = 1e-6, + ) + +def get_initial_conditions(param,current): + """ + Get the initial conditions for the rate equations of a laser in a DFB (Distributed Feedback) structure. + + Parameters + ---------- + param : Namespace + An object containing parameters for the simulation. + (Refer to laser_dfb function docstring for details.) + + current : Namespace + An object containing information about the current distribution. + (Refer to laser_dfb function docstring for details.) + + Returns + ------- + ndarray + An array containing the initial conditions for the rate equations. + - y0[0] : float + Initial carrier density. + - y0[1] : float + Initial photon density. + - y0[2] : float + Initial phase of the optical field. + """ + y0 = np.zeros([3]) + y0[1] = param.gamma * param.tau_p/(param.v * e) * (get_current(current,0)-param.ith) + y0[0] = param.n_t + (1 + param.epsilon * y0[1]) / (param.vg * param.a0 * param.gamma * param.tau_p) + y0[2] = (param.alpha / 2) * (param.gamma * param.vg * param.a0 * (y0[0] - param.n_t) - 1 / param.tau_p) + return y0 + +def laser_rate_equations(t, y, param, current): + """ + Calculate the rate equations for a laser in a DFB (Distributed Feedback) structure. + + Parameters + ---------- + t : float + Time. + y : ndarray + An array containing the state variables of the laser. + - y[0] : float + Carrier density. + - y[1] : float + Photon density. + - y[2] : float + Phase of the optical field. + param : Namespace + An object containing parameters for the simulation. + (Refer to laser_dfb function docstring for details.) + current : Namespace + An object containing information about the current distribution. + (Refer to set_current function docstring for details.) + + Returns + ------- + dy : ndarray + An array containing the calculated rate equations. + - dy[0] : float + Rate of change of carrier density. + - dy[1] : float + Rate of change of photon density. + - dy[2] : float + Rate of change of optical phase. + """ + dy = np.zeros(3) + # Carrier density + dy[0] = carrier_density(t,y,param,current) + # Foton density + dy[1] = photon_density(y,param) + # Optical phase + dy[2] = optical_phase(y,param) + return add_noise_rate_equations(y,dy,param,current) + +def carrier_density(t,y,param,current): + """ + Calculate the rate of change of carrier density in a laser. + + Parameters + ---------- + t : float + Time. + y : ndarray + An array containing the state variables of the laser. + (Refer to laser_rate_equations function docstring for details.) + param : Namespace + An object containing parameters for the simulation. + (Refer to laser_dfb function docstring for details.) + current : Namespace + An object containing information about the current distribution. + (Refer to set_current function docstring for details.) + + Returns + ------- + float + The rate of change of carrier density. + """ + current = get_current(current, t) + return current/(e*param.v)-y[0]/param.tau_n-param.vg*param.a0*y[1]*(y[0]-param.n_t)/(1+param.epsilon*y[1]) + +def photon_density(y,param): + """ + Calculate the rate of change of photon density in a laser. + + Parameters + ---------- + y : ndarray + An array containing the state variables of the laser. + (Refer to laser_rate_equations function docstring for details.) + param : Namespace + An object containing parameters for the simulation. + (Refer to laser_dfb function docstring for details.) + + Returns + ------- + float + The rate of change of photon density. + """ + return (param.gamma * param.a0 * param.vg * ((y[0]-param.n_t)/(1+param.epsilon*y[1]))-1/param.tau_p)*y[1]+param.beta*param.gamma*y[0]/param.tau_n + +def optical_phase(y,param): + """ + Calculate the rate of change of optical phase in a laser. + + Parameters + ---------- + y : ndarray + An array containing the state variables of the laser. + (Refer to laser_rate_equations function docstring for details.) + param : Namespace + An object containing parameters for the simulation. + (Refer to laser_dfb function docstring for details.) + + Returns + ------- + float + The rate of change of optical phase. + """ + return param.alpha/2 * (param.gamma*param.vg*param.a0*(y[0]-param.n_t)-1/param.tau_p) + +def add_noise_rate_equations(y, dy, param, current): + """ + Add noise terms to the rate equations for a laser. + + Parameters + ---------- + y : ndarray + An array containing the state variables of the laser. + (Refer to laser_rate_equations function docstring for details.) + dy : ndarray + An array containing the calculated rate equations. + (Refer to laser_rate_equations function docstring for details.) + param : Namespace + An object containing parameters for the simulation. + (Refer to laser_dfb function docstring for details.) + current : Namespace + An object containing information about the current distribution. + (Refer to laser_dfb function docstring for details.) + + Returns + ------- + ndarray + An array containing the rate equations with added noise terms. + """ + # Calculate noise terms + dn = laser_noise_sources(y,param,current) if param.noise_terms else np.zeros(3) + # Add noise terms to dy + dy += dn + return dy + +def laser_noise_sources(y,param,current): + """ + Calculate noise sources for a laser. + + Parameters + ---------- + y : ndarray + An array containing the state variables of the laser. + (Refer to laser_rate_equations function docstring for details.) + param : Namespace + An object containing parameters for the simulation. + (Refer to laser_dfb function docstring for details.) + current : Namespace + An object containing information about the current distribution. + (Refer to laser_dfb function docstring for details.) + + Returns + ------- + list + A list containing noise sources. + - fn : float + Noise source related to the optical phase. + - fs : float + Noise source related to the carrier density and photon density. + - fp : float + Noise source related to the photon density. + """ + # diffusion coefficient - see ref. [2] + dss = (param.beta*y[0]*y[1]/param.tau_n) + #dnn = (y[0]/self.tau_n)*(1+self.beta*y[1]) + dpp = (param.beta*y[0])/(4*param.tau_n*y[1]) + dzz = y[0]/param.tau_n + # noise sources + t_step_sqrt = np.sqrt(2 / current.t_step) + fs = np.random.randn() * np.sqrt(dss) * t_step_sqrt + fp = np.random.randn() * np.sqrt(dpp) * t_step_sqrt + fz = np.random.randn() * np.sqrt(dzz) * t_step_sqrt + fn = fz - fs + return [fn, fs, fp] + +def get_im_response(param, out, f, type='exact'): + """ + Get the Y and Z parameters and the intensity modulation (IM) frequency response of a semiconductor laser. + + Parameters + ---------- + param : Namespace + An object containing parameters for the simulation. + (Refer to laser_dfb function docstring for details.) + + out : Namespace + An object containing laser simulation output. + (Refer to laser_dynamic_response function docstring for details.) + + f : float + The frequency of interest for the IM frequency response. + + type : {'exact', 'approx.'}, optional + The type of IM response to calculate. Default is 'exact'. + - 'exact': Exact IM response. + - 'approx.': Approximate IM response. + + Returns + ------- + ndarray, ndarray, ndarray + Arrays containing the IM response: + - Y : ndarray + Function of laser parameters and bias current. + - Z : ndarray + Function of laser parameters and bias current. + - im_response : ndarray + The calculated IM frequency response. + """ + Y, Z = im_response_yz(param,out) + if type=='exact': + return Y, Z, im_response_hf(f,Y,Z) + elif type=='approx.': + return Y, Z, im_response_haf(f,Y,Z) + else: + print('Invalid type of IM response.') + return -1 + +def im_response_yz(param,out): + """ + Calculate the components Y and Z function of laser parameters and bias current. + + Parameters + ---------- + param : Namespace + An object containing parameters for the simulation. + (Refer to laser_dfb function docstring for details.) + + out : Namespace + An object containing laser simulation output. + (Refer to laser_dynamic_response function docstring for details.) + + + Returns + ------- + ndarray, ndarray + Arrays containing the components Y and Z of the IM response: + - Y : ndarray + Function of laser parameters and bias current. + - Z : ndarray + Function of laser parameters and bias current. + """ + return im_response_y(param,out),im_response_z(param,out) + +def im_response_y(param,out): + """ + Calculate the function Y of laser parameters and bias current. + + Parameters + ---------- + param : Namespace + An object containing parameters for the simulation. + (Refer to laser_dfb function docstring for details.) + + out : Namespace + An object containing laser simulation output. + (Refer to laser_dynamic_response function docstring for details.) + + Returns + ------- + float + The calculated component Y. + """ + Y = param.vg*param.a0*out.S[-1]/(1+param.epsilon*out.S[-1]) + 1/param.tau_n + 1/param.tau_p + Y -= param.gamma*param.a0*param.vg*(out.N[-1]-param.n_t)/(1+param.epsilon*out.S[-1])**2 + return Y + +def im_response_z(param,out): + """ + Calculate the function Z of laser parameters and bias current. + + Parameters + ---------- + param : Namespace + An object containing parameters for the simulation. + (Refer to laser_dfb function docstring for details.) + + out : Namespace + An object containing laser simulation output. + (Refer to laser_dynamic_response function docstring for details.) + + Returns + ------- + float + The calculated component Z. + """ + Z = param.vg*param.a0*out.S[-1]/(1+param.epsilon*out.S[-1]) * 1/param.tau_p + 1/(param.tau_p*param.tau_n) + Z += (param.beta-1)*param.gamma*param.a0*param.vg/param.tau_n*(out.N[-1]-param.n_t)/(1+param.epsilon*out.S[-1])**2 + return Z + +def im_response_hf(f,Y,Z): + """ + Calculate the intensity modulation (IM) frequency response of a semiconductor laser. + + Parameters + ---------- + f : float + The frequency of interest for the IM response. + + Y : ndarray + Function of laser parameters and bias current. + + Z : ndarray + Function of laser parameters and bias current. + + Returns + ------- + ndarray + The calculated IM frequency response. + """ + return Z/((1j*2*np.pi*f)**2+1j*2*np.pi*f*Y+Z) + +def im_response_haf(f,Y,Z): + """ + Calculate the approximated intensity modulation (IM) frequency response of a semiconductor laser. + + Parameters + ---------- + f : float + The frequency of interest for the IM response. + + Y : ndarray + Function of laser parameters and bias current. + + Z : ndarray + Function of laser parameters and bias current. + + Returns + ------- + ndarray + The calculated high-frequency approximate IM response. + """ + fr = np.sqrt(Z)/(2*np.pi) + return fr**2/((fr**2-f**2)+1j*f*Y/(2*np.pi)) + +def plot(t,y): + """ + Plot various laser simulation outputs over time. + + Parameters + ---------- + t : ndarray + Time values. + + y : Namespace + An object containing laser simulation output. + - power : ndarray + Optical power over time. + - chirp : ndarray + Optical chirp over time. + - N : ndarray + Carrier density over time. + - S : ndarray + Photon density over time. + + Returns + ------- + ndarray + Axes of the generated subplots. + """ + fig,ax=plt.subplots(2,2,figsize=(12,6)) + ax[0,0].plot(1e9*t, 1e3*y.power) + _extracted_from_plot_4(t, ax, 0, 0, 'Optical Power [mW]') + ax[1,0].plot(1e9*t, 1e-9*np.real(y.chirp)) + _extracted_from_plot_4(t, ax, 1, 0, 'Chirp [GHz]') + ax[0,1].plot(1e9*t, np.real(y.N)) + _extracted_from_plot_4(t, ax, 0, 1, r'Carrier density $N(t)$ [cm$^{-3}$]') + ax[1,1].plot(1e9*t, np.real(y.S)) + _extracted_from_plot_4(t, ax, 1, 1, r'Photon Density $S(t)$ [cm$^{-3}$]') + plt.tight_layout() + return ax + +def _extracted_from_plot_4(t, ax, arg1, arg2, arg3): + ax[arg1, arg2].set_xlabel('Time [ns]') + ax[arg1, arg2].set_ylabel(arg3) + ax[arg1, arg2].set_xlim(1e9*np.array([t.min(),t.max()])) + ax[arg1, arg2].grid(True) \ No newline at end of file diff --git a/requirements.txt b/requirements.txt index a8a203b9..6142745c 100644 --- a/requirements.txt +++ b/requirements.txt @@ -7,4 +7,4 @@ tqdm>=4.64.1 simple-pid>=1.0.1 mpl-scatter-density>=0.7.0 pandas>=2.0.0 -sphinx-rtd-theme>=1.2.2 +sphinx-rtd-theme>=1.2.2 \ No newline at end of file