diff --git a/sim/bfu520_lo_amplifier.sch b/sim/bfu520_lo_amplifier.sch new file mode 100644 index 0000000..357d8f1 --- /dev/null +++ b/sim/bfu520_lo_amplifier.sch @@ -0,0 +1,89 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + <.TR TR1 1 170 420 0 59 0 0 "lin" 1 "0" 1 "100 ns" 1 "1000" 0 "Trapezoidal" 0 "2" 0 "1 ns" 0 "1e-16" 0 "150" 0 "0.001" 0 "1 pA" 0 "1 uV" 0 "26.85" 0 "1e-3" 0 "1e-6" 0 "1" 0 "CroutLU" 0 "no" 0 "yes" 0 "0" 0> + + + + + <.SW SW1 0 350 420 0 59 0 0 "TR1" 1 "log" 1 "U1" 1 "1 mV" 1 "100 mV" 1 "20" 1> + + + + + + + + + + + + <520 60 590 60 "" 0 0 0 ""> + <590 60 590 180 "" 0 0 0 ""> + <650 180 680 180 "" 0 0 0 ""> + <680 180 680 200 "" 0 0 0 ""> + <680 260 680 270 "" 0 0 0 ""> + <560 180 590 180 "" 0 0 0 ""> + <560 240 590 240 "" 0 0 0 ""> + <590 240 590 290 "" 0 0 0 ""> + <530 270 530 290 "" 0 0 0 ""> + <530 290 530 310 "" 0 0 0 ""> + <530 290 590 290 "" 0 0 0 ""> + <320 60 420 60 "vcc" 400 30 52 ""> + <440 60 460 60 "" 0 0 0 ""> + <440 60 440 120 "" 0 0 0 ""> + <420 120 440 120 "" 0 0 0 ""> + <320 120 350 120 "" 0 0 0 ""> + <180 120 260 120 "" 0 0 0 ""> + <180 120 180 140 "" 0 0 0 ""> + <180 60 260 60 "" 0 0 0 ""> + <350 120 360 120 "" 0 0 0 ""> + <350 120 350 180 "" 0 0 0 ""> + <340 180 350 180 "" 0 0 0 ""> + <350 180 500 180 "" 0 0 0 ""> + <100 180 240 180 "vin" 140 150 6 ""> + <240 240 280 240 "" 0 0 0 ""> + <240 180 280 180 "" 0 0 0 ""> + <240 180 240 240 "" 0 0 0 ""> + <380 240 380 280 "" 0 0 0 ""> + <340 240 380 240 "" 0 0 0 ""> + <100 320 100 350 "" 0 0 0 ""> + <520 -40 560 -40 "" 0 0 0 ""> + <420 -40 460 -40 "" 0 0 0 ""> + <420 60 440 60 "" 0 0 0 ""> + <420 -40 420 60 "" 0 0 0 ""> + <100 240 100 260 "" 0 0 0 ""> + <680 180 680 180 "vout" 710 150 0 ""> + + + + + diff --git a/sim/bfu_pa_1stage.sch b/sim/bfu_pa_1stage.sch new file mode 100644 index 0000000..a62a65e --- /dev/null +++ b/sim/bfu_pa_1stage.sch @@ -0,0 +1,30 @@ + + + + + + + + + + + + + + + + + + + + + + <_BJT T1 1 540 230 8 -26 0 0 "npn" 1 "1e-16" 1 "1" 1 "1" 0 "0" 0 "0" 0 "0" 1 "0" 0 "0" 0 "1.5" 0 "0" 0 "2" 0 "100" 1 "1" 0 "0" 0 "0" 0 "0" 0 "0" 0 "0" 0 "0" 0 "0.75" 0 "0.33" 0 "0" 0 "0.75" 0 "0.33" 0 "1.0" 0 "0" 0 "0.75" 0 "0" 0 "0.5" 0 "0.0" 0 "0.0" 0 "0.0" 0 "0.0" 0 "0.0" 0 "26.85" 0 "0.0" 0 "1.0" 0 "1.0" 0 "0.0" 0 "1.0" 0 "1.0" 0 "0.0" 0 "0.0" 0 "3.0" 0 "1.11" 0 "26.85" 0 "1.0" 0> + + + + + + + + diff --git a/sim/lo-amplifier-15db.ipynb b/sim/lo-amplifier-15db.ipynb new file mode 100644 index 0000000..9dbb093 --- /dev/null +++ b/sim/lo-amplifier-15db.ipynb @@ -0,0 +1,768 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import numpy as np\n", + "\n", + "import skrf\n", + "import skrf.media as media\n", + "import skrf.frequency as freq\n", + "import skrf.network as net\n", + "import skrf.util\n", + "\n", + "import matplotlib.pyplot as plt\n", + "%matplotlib inline\n", + "plt.rcParams['figure.figsize'] = [10, 10]\n", + "\n", + "f = freq.Frequency(0.4, 2, 1001)\n", + "tem = media.DistributedCircuit(f, z0=50)\n", + "\n", + "bjt = net.Network('BFU520_Spar_NF_400MHz-2GHz/BFU520_05V0_010mA_NF_SP.s2p').interpolate(f)\n", + "\n", + "bjt\n", + "\n", + "bjt.plot_s_smith()" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(4.105588512516754, (2.478775227242761+4.2244480827589j))" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# calculate the stability circles for the source and load impedances\n", + "\n", + "idx_900mhz = skrf.util.find_nearest_index(bjt.f, 915.e+6)\n", + "\n", + "sqabs = lambda x: np.square(np.absolute(x))\n", + "\n", + "delta = bjt.s11.s*bjt.s22.s - bjt.s12.s*bjt.s21.s\n", + "rl = np.absolute((bjt.s12.s * bjt.s21.s)/(sqabs(bjt.s22.s) - sqabs(delta)))\n", + "cl = np.conj(bjt.s22.s - delta*np.conj(bjt.s11.s))/(sqabs(bjt.s22.s) - sqabs(delta))\n", + "\n", + "rl_900mhz = rl[idx_900mhz][0, 0]\n", + "cl_900mhz = cl[idx_900mhz][0, 0]\n", + "\n", + "rl_900mhz, cl_900mhz" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "def calc_circle(c, r):\n", + " theta = np.linspace(0, 2*np.pi, 1000)\n", + " return c + r*np.exp(1.0j*theta)\n", + "\n", + "def plot_smith(pts):\n", + " n = net.Network(s=pts)\n", + " n.plot_s_smith()\n", + " \n", + "cl_points = calc_circle(cl_900mhz, rl_900mhz)\n", + "plot_smith(cl_points)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2.8820382027100058 (-3.371227372367411+1.4990710463003132j)\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "rs = np.absolute((bjt.s12.s * bjt.s21.s)/(sqabs(bjt.s11.s) - sqabs(delta)))\n", + "cs = np.conj(bjt.s11.s - delta*np.conj(bjt.s22.s))/(sqabs(bjt.s11.s) - sqabs(delta))\n", + "\n", + "rs_900mhz = rs[idx_900mhz][0, 0]\n", + "cs_900mhz = cs[idx_900mhz][0, 0]\n", + "\n", + "print(rs_900mhz, cs_900mhz)\n", + "\n", + "cs_points = calc_circle(cs_900mhz, rs_900mhz)\n", + "plot_smith(cs_points)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# let's plot all of them\n", + "# output stability first\n", + "\n", + "for i, f in enumerate(bjt.f):\n", + " # decimate it a little\n", + " if i % 100 != 0:\n", + " continue\n", + " n = net.Network(name=str(f/1.e+9), s=calc_circle(cl[i][0, 0], rl[i][0, 0]))\n", + " n.plot_s_smith()" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# input stability\n", + "for i, f in enumerate(bjt.f):\n", + " if i % 100 != 0:\n", + " continue\n", + " n = net.Network(name=str(f/1.e+9), s=calc_circle(cs[i][0, 0], rs[i][0, 0]))\n", + " n.plot_s_smith()" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "21.769786511748308\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# so not very useful, because the transistor isn't unconditionally stable\n", + "# time to draw the circles of constant gain and try to find a useful point\n", + "\n", + "K = (1 - sqabs(bjt.s11.s) - sqabs(bjt.s22.s) - sqabs(delta))/(2*np.absolute((bjt.s12.s)*(bjt.s21.s)))\n", + "G_msg = np.absolute(bjt.s21.s)/np.absolute(bjt.s12.s)\n", + "print(10*np.log10(G_msg[idx_900mhz, 0, 0]))\n", + "\n", + "# let's draw a bunch of curves I guess\n", + "\n", + "b1 = 1 + sqabs(bjt.s11.s) - sqabs(bjt.s22.s) - sqabs(delta)\n", + "b2 = 1 + sqabs(bjt.s22.s) - sqabs(bjt.s11.s) - sqabs(delta)\n", + "c1 = bjt.s11.s - delta * np.conj(bjt.s22.s)\n", + "c2 = bjt.s22.s - delta * np.conj(bjt.s11.s)\n", + "\n", + "gamma_ms = (b1 - np.sqrt(np.square(b1) - 4 * sqabs(c1) + 0.j))/(2*c1)\n", + "gamma_ml = (b2 - np.sqrt(np.square(b2) - 4 * sqabs(c2) + 0.j))/(2*c2)\n", + "\n", + "for G_p in [1, 2, 5, 10, 10**(15/10)]:\n", + " g_p = G_p/sqabs(bjt.s21.s)\n", + " r_p = (1 - 2*K*np.absolute(bjt.s12.s*bjt.s21.s)*g_p + sqabs(bjt.s12.s*bjt.s21.s)*(g_p**2))**(0.5)/np.absolute(1 + g_p * (sqabs(bjt.s22.s) - sqabs(delta)))\n", + " c_p = (g_p * np.conj(c2))/(1 + g_p*(sqabs(bjt.s22.s) - sqabs(delta)))\n", + " r, c = r_p[idx_900mhz, 0, 0], c_p[idx_900mhz, 0, 0]\n", + " #print(g_p, r, c)\n", + " points = calc_circle(c, r)\n", + " n = net.Network(name = 'G_p = {}'.format(G_p), s=points)\n", + " n.plot_s_smith()\n", + " \n", + "cl_points_net = net.Network(name='stability circle', s=cl_points)\n", + "cl_points_net.plot_s_smith()" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "load_points = calc_circle(c_p[idx_900mhz, 0, 0], r_p[idx_900mhz, 0, 0])\n", + "\n", + "load_points_net = net.Network(name='gain circle', s=load_points)\n", + "cl_points_net = net.Network(name='stability circle', s=cl_points)\n", + "\n", + "load_points_net.plot_s_smith()\n", + "cl_points_net.plot_s_smith()" + ] + }, + { + "cell_type": "code", + "execution_count": 74, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(0.0, True)" + ] + }, + "execution_count": 74, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#np.absolute(bjt.s21.s[idx_900mhz, 0, 0])\n", + "\n", + "c_p_900mhz, r_p_900mhz = c_p[idx_900mhz, 0, 0], r_p[idx_900mhz, 0, 0]\n", + "#d = c_p_900mhz - cl_900mhz\n", + "#gamma_l = c_p_900mhz + r_p_900mhz * d/np.absolute(d)\n", + "gamma_l = c_p_900mhz + r_p_900mhz * (np.exp(1.0j*np.pi*1.5))\n", + "gamma_l = 0.0\n", + "\n", + "# check stability against the stability circle\n", + "is_gamma_l_stable = np.absolute(gamma_l - cl_900mhz) > rl_900mhz\n", + "gamma_l, is_gamma_l_stable" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(8.445164819672742e-09, (2.197986829275139e-12+0j))" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# no output network right now\n", + "\n", + "#z_l = net.s2z(np.array([[[gamma_l]]]))[0, 0, 0]\n", + "#print(z_l)\n", + "\n", + "#Q = np.sqrt((50 - np.real(z_l))/np.real(z_l)) \n", + "#x_1 = 50/Q\n", + "#x_2 = Q * np.real(z_l)\n", + "\n", + "#print(x_1, x_2)\n", + "\n", + "#z_tmp = 1./(1./50 + 1./(1.0j * x_1))\n", + "#x_cl = 1.0j*(np.imag(z_l) - np.imag(z_tmp))\n", + "#z_eff = z_tmp + x_cl\n", + "#print(z_l, z_tmp, z_eff, x_cl)\n", + "\n", + "# TODO set fc somewhere up above\n", + "#l_l = x_1/(2*np.pi*915e+6)\n", + "#c_l = 1./(1.0j*2*np.pi*915e+6*x_cl)\n", + "\n", + "#print(l_l, c_l)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "((24.265634184405894-133.2827361378321j),\n", + " (7.363699623976987+74.26471797004312j))" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# just to double check, let's apply these two components to S22 and see if the load effectively sees 50 ohms\n", + "#z_tmp = z_l - 1.0j/(2*np.pi*915e+6*c_l)\n", + "#z_eff = 1/(1.0/z_tmp + 1.0/(1.0j*2*np.pi*915e+6*l_l))\n", + "#z_tmp, z_eff" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#output_network = tem.capacitor(c_l)**tem.shunt_inductor(l_l)\n", + "#output_network_backwards = tem.shunt_inductor(l_l) ** tem.capacitor(c_l)\n", + "\n", + "#output_network\n", + "\n", + "#(output_network_backwards ** tem.load(np.conj(gamma_l))).plot_s_smith()" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "((-0.41584748582560843+0.2217514463295517j), True)" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# woo, it probably works! time to work out the source matching network \n", + "# and then cascade all three of them to see if that works\n", + "\n", + "gamma_in = bjt.s11.s + bjt.s12.s*bjt.s21.s*gamma_l/(1 - bjt.s22.s*gamma_l)\n", + "gamma_s = np.conj(gamma_in)\n", + "gamma_s = gamma_s[idx_900mhz, 0, 0]\n", + "\n", + "# check stability against the stability circle\n", + "is_gamma_s_stable = np.absolute(gamma_s - cs_900mhz) > rs_900mhz\n", + "print(gamma_s, is_gamma_s_stable)" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(18.938017216354385+10.797141060644618j)" + ] + }, + "execution_count": 48, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# time to calculate the source matching network\n", + "z_s = net.s2z(np.array([[[gamma_s]]]))[0, 0, 0]\n", + "print(z_s)\n", + "\n", + "Q = np.sqrt((50 - np.real(z_s))/np.real(z_s))\n", + "x_1 = 50.0/Q\n", + "x_2 = Q*np.real(z_s)\n", + "\n", + "print(x_1, x_2)\n", + "\n", + "z_tmp = 1./(1./50. + 1./(1.0j * x_1))\n", + "z_tmp\n", + "\n", + "x_l_s = x_1\n", + "x_c_s = -np.imag(z_s) + np.imag(z_tmp)\n", + "\n", + "print(x_l_s, x_c_s)\n", + "\n", + "#c_shunt_s = -1.0/(2*np.pi*915e+6*x_shunt_s)\n", + "l_shunt_s = x_l_s/(2*np.pi*915e+6)\n", + "c_series_s = 1.0/(2*np.pi*915e+6*x_c_s)\n", + "print(l_shunt_s, c_series_s)\n", + "\n", + "# double checking to make sure the match works as expected\n", + "z_tmp = 1.0/(1.0/50.0 + 1/(1.0j*2*np.pi*915e+6*l_shunt_s))\n", + "z_eff = z_tmp + 1/(1.0j*2*np.pi*915e+6*c_series_s)\n", + "print(z_eff)" + ] + }, + { + "cell_type": "code", + "execution_count": 69, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "True\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# now to implement it using two port networks\n", + "input_network = tem.shunt_inductor(l_shunt_s) ** tem.capacitor(c_series_s)\n", + "\n", + "#check stability by seeing how it looks from the transistor\n", + "input_network_backwards = tem.capacitor(c_series_s) ** tem.shunt_inductor(l_shunt_s)\n", + "print(np.all(np.absolute(input_network_backwards.s11.s - cs) > rs))\n", + "input_network_backwards.s11.plot_s_smith()" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# see how it looks from the source\n", + "net.connect(input_network, 1, tem.load(gamma_in), 0).plot_s_smith()" + ] + }, + { + "cell_type": "code", + "execution_count": 76, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# let's see what the final network looks like\n", + "#output_network = tem.capacitor(c_l) ** tem.shunt_inductor(l_l)\n", + "input_network = tem.shunt_inductor(l_shunt_s) ** tem.capacitor(c_series_s)\n", + "\n", + "amplifier = input_network ** bjt #** output_network\n", + "amplifier.plot_s_smith()" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(array([[19.36994703]]), array([[86.49573695]]))" + ] + }, + "execution_count": 56, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "gain = np.square(np.absolute(amplifier.s21.s[idx_900mhz]))\n", + "10*np.log10(gain), gain" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[0.0618755]])" + ] + }, + "execution_count": 57, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.absolute(amplifier.s12.s[idx_900mhz])" + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# let's see what the final network looks like with imperfect components\n", + "print(c_l, l_l, l_shunt_s, c_series_s)\n", + "output_network2 = tem.capacitor(3.9e-12) ** tem.shunt_inductor(12e-9)\n", + "input_network2 = tem.shunt_inductor(9.5e-9) ** tem.capacitor(12e-12)\n", + "\n", + "amplifier2 = input_network2 ** bjt ** output_network2\n", + "amplifier2.plot_s_smith()" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "print(np.square(np.absolute(amplifier2.s21.s[idx_900mhz])))\n", + "amplifier2.s21.plot_s_db()" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "amplifier2.s22.plot_s_db()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "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": "3.7.2" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/sim/low_noise.ipynb b/sim/low_noise.ipynb new file mode 100644 index 0000000..071cd94 --- /dev/null +++ b/sim/low_noise.ipynb @@ -0,0 +1,1126 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 126, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "2-Port Network: 'BFU520_05V0_010mA_NF_SP', 0.4-2.0 GHz, 1001 pts, z0=[50.+0.j 50.+0.j]" + ] + }, + "execution_count": 126, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import numpy as np\n", + "\n", + "import skrf\n", + "import skrf.media as media\n", + "import skrf.frequency as freq\n", + "import skrf.network as net\n", + "import skrf.util\n", + "\n", + "import matplotlib.pyplot as plt\n", + "%matplotlib inline\n", + "plt.rcParams['figure.figsize'] = [10, 10]\n", + "\n", + "f = freq.Frequency(0.4, 2, 1001)\n", + "tem = media.DistributedCircuit(f, z0=50)\n", + "\n", + "bjt = net.Network('BFU520_Spar_NF_400MHz-2GHz/BFU520_05V0_010mA_NF_SP.s2p').interpolate(f)\n", + "\n", + "bjt" + ] + }, + { + "cell_type": "code", + "execution_count": 127, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "bjt.plot_s_smith()" + ] + }, + { + "cell_type": "code", + "execution_count": 128, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(4.105588512516754, (2.478775227242761+4.2244480827589j))" + ] + }, + "execution_count": 128, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# calculate the stability circles for the source and load impedances\n", + "\n", + "idx_900mhz = skrf.util.find_nearest_index(bjt.f, 915.e+6)\n", + "\n", + "sqabs = lambda x: np.square(np.absolute(x))\n", + "\n", + "delta = bjt.s11.s*bjt.s22.s - bjt.s12.s*bjt.s21.s\n", + "rl = np.absolute((bjt.s12.s * bjt.s21.s)/(sqabs(bjt.s22.s) - sqabs(delta)))\n", + "cl = np.conj(bjt.s22.s - delta*np.conj(bjt.s11.s))/(sqabs(bjt.s22.s) - sqabs(delta))\n", + "\n", + "rl_900mhz = rl[idx_900mhz][0, 0]\n", + "cl_900mhz = cl[idx_900mhz][0, 0]\n", + "\n", + "rl_900mhz, cl_900mhz" + ] + }, + { + "cell_type": "code", + "execution_count": 129, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "def calc_circle(c, r):\n", + " theta = np.linspace(0, 2*np.pi, 1000)\n", + " return c + r*np.exp(1.0j*theta)\n", + "\n", + "def plot_smith(pts):\n", + " n = net.Network(s=pts)\n", + " n.plot_s_smith()\n", + " \n", + "cl_points = calc_circle(cl_900mhz, rl_900mhz)\n", + "plot_smith(cl_points)" + ] + }, + { + "cell_type": "code", + "execution_count": 130, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(2.8820382027100058, (-3.371227372367411+1.4990710463003132j))" + ] + }, + "execution_count": 130, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "rs = np.absolute((bjt.s12.s * bjt.s21.s)/(sqabs(bjt.s11.s) - sqabs(delta)))\n", + "cs = np.conj(bjt.s11.s - delta*np.conj(bjt.s22.s))/(sqabs(bjt.s11.s) - sqabs(delta))\n", + "\n", + "rs_900mhz = rs[idx_900mhz][0, 0]\n", + "cs_900mhz = cs[idx_900mhz][0, 0]\n", + "\n", + "rs_900mhz, cs_900mhz" + ] + }, + { + "cell_type": "code", + "execution_count": 131, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "cs_points = calc_circle(cs_900mhz, rs_900mhz)\n", + "plot_smith(cs_points)" + ] + }, + { + "cell_type": "code", + "execution_count": 132, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# let's plot all of them\n", + "# output stability first\n", + "\n", + "for i, f in enumerate(bjt.f):\n", + " # decimate it a little\n", + " if i % 100 != 0:\n", + " continue\n", + " n = net.Network(name=str(f/1.e+9), s=calc_circle(cl[i][0, 0], rl[i][0, 0]))\n", + " n.plot_s_smith()" + ] + }, + { + "cell_type": "code", + "execution_count": 133, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# input stability\n", + "for i, f in enumerate(bjt.f):\n", + " if i % 100 != 0:\n", + " continue\n", + " n = net.Network(name=str(f/1.e+9), s=calc_circle(cs[i][0, 0], rs[i][0, 0]))\n", + " n.plot_s_smith()" + ] + }, + { + "cell_type": "code", + "execution_count": 134, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(array([[-0.56992216+0.82169869j]]), array([[0.90081035+0.43421275j]]))" + ] + }, + "execution_count": 134, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# let's see what simultaneous conjugate matching gets us\n", + "b1 = 1 + sqabs(bjt.s11.s) - sqabs(bjt.s22.s) - sqabs(delta)\n", + "b2 = 1 + sqabs(bjt.s22.s) - sqabs(bjt.s11.s) - sqabs(delta)\n", + "c1 = bjt.s11.s - delta * np.conj(bjt.s22.s)\n", + "c2 = bjt.s22.s - delta * np.conj(bjt.s11.s)\n", + "\n", + "gamma_ms = (b1 - np.sqrt(np.square(b1) - 4 * sqabs(c1) + 0.j))/(2*c1)\n", + "gamma_ml = (b2 - np.sqrt(np.square(b2) - 4 * sqabs(c2) + 0.j))/(2*c2)\n", + "\n", + "gamma_ms[idx_900mhz], gamma_ml[idx_900mhz]" + ] + }, + { + "cell_type": "code", + "execution_count": 135, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_smith(gamma_ml)" + ] + }, + { + "cell_type": "code", + "execution_count": 137, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "21.769786511748308" + ] + }, + "execution_count": 137, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# so not very useful, because the transistor isn't unconditionally stable\n", + "# time to draw the circles of constant gain and try to find a useful point\n", + "\n", + "K = (1 - sqabs(bjt.s11.s) - sqabs(bjt.s22.s) - sqabs(delta))/(2*np.absolute((bjt.s12.s)*(bjt.s21.s)))\n", + "G_msg = np.absolute(bjt.s21.s)/np.absolute(bjt.s12.s)\n", + "10*np.log10(G_msg[idx_900mhz, 0, 0])" + ] + }, + { + "cell_type": "code", + "execution_count": 215, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# let's draw a bunch of curves I guess\n", + "\n", + "for G_p in [1, 2, 5, 10, 10**(17/10)]:\n", + " g_p = G_p/sqabs(bjt.s21.s)\n", + " r_p = (1 - 2*K*np.absolute(bjt.s12.s*bjt.s21.s)*g_p + sqabs(bjt.s12.s*bjt.s21.s)*(g_p**2))**(0.5)/np.absolute(1 + g_p * (sqabs(bjt.s22.s) - sqabs(delta)))\n", + " c_p = (g_p * np.conj(c2))/(1 + g_p*(sqabs(bjt.s22.s) - sqabs(delta)))\n", + " r, c = r_p[idx_900mhz, 0, 0], c_p[idx_900mhz, 0, 0]\n", + " #print(g_p, r, c)\n", + " points = calc_circle(c, r)\n", + " n = net.Network(name = 'G_p = {}'.format(G_p), s=points)\n", + " n.plot_s_smith()\n", + " \n", + "cl_points_net = net.Network(name='stability circle', s=cl_points)\n", + "cl_points_net.plot_s_smith()" + ] + }, + { + "cell_type": "code", + "execution_count": 216, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "load_points = calc_circle(c_p[idx_900mhz, 0, 0], r_p[idx_900mhz, 0, 0])\n", + "\n", + "load_points_net = net.Network(name='gain circle', s=load_points)\n", + "cl_points_net = net.Network(name='stability circle', s=cl_points)\n", + "\n", + "load_points_net.plot_s_smith()\n", + "cl_points_net.plot_s_smith()" + ] + }, + { + "cell_type": "code", + "execution_count": 217, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "8.202730679312596" + ] + }, + "execution_count": 217, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.absolute(bjt.s21.s[idx_900mhz, 0, 0])" + ] + }, + { + "cell_type": "code", + "execution_count": 218, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(-0.1682179966821933-0.37825243897096916j)" + ] + }, + "execution_count": 218, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "c_p_900mhz, r_p_900mhz = c_p[idx_900mhz, 0, 0], r_p[idx_900mhz, 0, 0]\n", + "#d = c_p_900mhz - cl_900mhz\n", + "#gamma_l = c_p_900mhz + r_p_900mhz * d/np.absolute(d)\n", + "gamma_l = c_p_900mhz + r_p_900mhz * (np.exp(1.0j*np.pi*1.35))\n", + "\n", + "gamma_l" + ] + }, + { + "cell_type": "code", + "execution_count": 219, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 219, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# check stability against the stability circle\n", + "is_gamma_l_stable = np.absolute(gamma_l - cl_900mhz) > rl_900mhz\n", + "is_gamma_l_stable" + ] + }, + { + "cell_type": "code", + "execution_count": 220, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(27.477891437216186-25.0862437367737j)" + ] + }, + "execution_count": 220, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "z_l = net.s2z(np.array([[[gamma_l]]]))[0, 0, 0]\n", + "z_l" + ] + }, + { + "cell_type": "code", + "execution_count": 221, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(55.22772863185425, 24.87689799845171)" + ] + }, + "execution_count": 221, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Q = np.sqrt((50 - np.real(z_l))/np.real(z_l)) \n", + "x_1 = 50/Q\n", + "x_2 = Q * np.real(z_l)\n", + "\n", + "x_1, x_2" + ] + }, + { + "cell_type": "code", + "execution_count": 222, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "((27.477891437216186-25.0862437367737j),\n", + " (27.477891437216183+24.87689799845171j),\n", + " (27.477891437216183-25.086243736773696j),\n", + " (-0-49.963141735225406j))" + ] + }, + "execution_count": 222, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "z_tmp = 1./(1./50 + 1./(1.0j * x_1))\n", + "x_cl = 1.0j*(np.imag(z_l) - np.imag(z_tmp))\n", + "z_eff = z_tmp + x_cl\n", + "z_l, z_tmp, z_eff, x_cl" + ] + }, + { + "cell_type": "code", + "execution_count": 223, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(9.606301647538143e-09, (3.481362910233088e-12+0j))" + ] + }, + "execution_count": 223, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# TODO set fc somewhere up above\n", + "l_l = x_1/(2*np.pi*915e+6)\n", + "c_l = 1./(1.0j*2*np.pi*915e+6*x_cl)\n", + "\n", + "l_l, c_l" + ] + }, + { + "cell_type": "code", + "execution_count": 224, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "((27.477891437216186-75.04938547199912j),\n", + " (73.00983704515737+107.89464956975215j))" + ] + }, + "execution_count": 224, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# just to double check, let's apply these two components to S22 and see if the load effectively sees 50 ohms\n", + "z_tmp = z_l - 1.0j/(2*np.pi*915e+6*c_l)\n", + "z_eff = 1/(1.0/z_tmp + 1.0/(1.0j*2*np.pi*915e+6*l_l))\n", + "z_tmp, z_eff" + ] + }, + { + "cell_type": "code", + "execution_count": 225, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "2-Port Network: '', 0.4-2.0 GHz, 1001 pts, z0=[50.+0.j 50.+0.j]" + ] + }, + "execution_count": 225, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "output_network = tem.capacitor(c_l)**tem.shunt_inductor(l_l)\n", + "output_network_backwards = tem.shunt_inductor(l_l) ** tem.capacitor(c_l)\n", + "\n", + "output_network" + ] + }, + { + "cell_type": "code", + "execution_count": 226, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "(output_network_backwards ** tem.load(np.conj(gamma_l))).plot_s_smith()" + ] + }, + { + "cell_type": "code", + "execution_count": 227, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(-0.2725778760603465+0.15443286430443276j)" + ] + }, + "execution_count": 227, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# woo, it probably works! time to work out the source matching network \n", + "# and then cascade all three of them to see if that works\n", + "\n", + "gamma_in = bjt.s11.s + bjt.s12.s*bjt.s21.s*gamma_l/(1 - bjt.s22.s*gamma_l)\n", + "gamma_s = np.conj(gamma_in)\n", + "gamma_s = gamma_s[idx_900mhz, 0, 0]\n", + "gamma_s" + ] + }, + { + "cell_type": "code", + "execution_count": 228, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 228, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# check stability against the stability circle\n", + "is_gamma_s_stable = np.absolute(gamma_s - cs_900mhz) > rs_900mhz\n", + "is_gamma_s_stable" + ] + }, + { + "cell_type": "code", + "execution_count": 229, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(27.440200161961304+9.397705357210816j)" + ] + }, + "execution_count": 229, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# time to calculate the source matching network\n", + "z_s = net.s2z(np.array([[[gamma_s]]]))[0, 0, 0]\n", + "z_s" + ] + }, + { + "cell_type": "code", + "execution_count": 230, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(55.14371498593006, 24.880623448168738)" + ] + }, + "execution_count": 230, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Q = np.sqrt((50 - np.real(z_s))/np.real(z_s))\n", + "x_1 = 50.0/Q\n", + "x_2 = Q*np.real(z_s)\n", + "\n", + "x_1, x_2" + ] + }, + { + "cell_type": "code", + "execution_count": 231, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(55.14371498593006, 15.482918090957922)" + ] + }, + "execution_count": 231, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "z_tmp = 1./(1./50. + 1./(1.0j * x_1))\n", + "z_tmp\n", + "\n", + "x_l_s = x_1\n", + "x_c_s = -np.imag(z_s) + np.imag(z_tmp)\n", + "\n", + "x_l_s, x_c_s" + ] + }, + { + "cell_type": "code", + "execution_count": 232, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(9.59168832837311e-09, 1.1234305283660582e-11)" + ] + }, + "execution_count": 232, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#c_shunt_s = -1.0/(2*np.pi*915e+6*x_shunt_s)\n", + "l_shunt_s = x_l_s/(2*np.pi*915e+6)\n", + "c_series_s = 1.0/(2*np.pi*915e+6*x_c_s)\n", + "l_shunt_s, c_series_s" + ] + }, + { + "cell_type": "code", + "execution_count": 233, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(27.440200161961307+9.397705357210816j)" + ] + }, + "execution_count": 233, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# double checking to make sure the match works as expected\n", + "z_tmp = 1.0/(1.0/50.0 + 1/(1.0j*2*np.pi*915e+6*l_shunt_s))\n", + "z_eff = z_tmp + 1/(1.0j*2*np.pi*915e+6*c_series_s)\n", + "z_eff" + ] + }, + { + "cell_type": "code", + "execution_count": 234, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# now to implement it using two port networks\n", + "input_network = tem.shunt_inductor(l_shunt_s) ** tem.capacitor(c_series_s)\n", + "net.connect(input_network, 1, tem.load(gamma_in), 0).plot_s_smith()" + ] + }, + { + "cell_type": "code", + "execution_count": 235, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# let's see what the final network looks like\n", + "output_network = tem.capacitor(c_l) ** tem.shunt_inductor(l_l)\n", + "input_network = tem.shunt_inductor(l_shunt_s) ** tem.capacitor(c_series_s)\n", + "\n", + "amplifier = input_network ** bjt ** output_network\n", + "amplifier.plot_s_smith()" + ] + }, + { + "cell_type": "code", + "execution_count": 236, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(array([[16.54391351]]), array([[45.12231266]]))" + ] + }, + "execution_count": 236, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "gain = np.square(np.absolute(amplifier.s21.s[idx_900mhz]))\n", + "10*np.log10(gain), gain" + ] + }, + { + "cell_type": "code", + "execution_count": 237, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[0.04469069]])" + ] + }, + "execution_count": 237, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.absolute(amplifier.s12.s[idx_900mhz])" + ] + }, + { + "cell_type": "code", + "execution_count": 238, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# what does cascading two of these look like?\n", + "\n", + "cascaded = amplifier ** amplifier ** tem.shunt_delay_load(0.8, 0)\n", + "cascaded.plot_s_smith()" + ] + }, + { + "cell_type": "code", + "execution_count": 241, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(array([[32.31845037]]), array([[1705.47374199]]))" + ] + }, + "execution_count": 241, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "gain = np.square(np.absolute(cascaded.s21.s[idx_900mhz]))\n", + "10*np.log10(gain), gain" + ] + }, + { + "cell_type": "code", + "execution_count": 242, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# let's see what the final network looks like with imperfect components\n", + "print(c_l, l_l, l_shunt_s, c_series_s)\n", + "output_network2 = tem.capacitor(3.9e-12) ** tem.shunt_inductor(12e-9)\n", + "input_network2 = tem.shunt_inductor(9.5e-9) ** tem.capacitor(12e-12)\n", + "\n", + "amplifier2 = input_network2 ** bjt ** output_network2\n", + "amplifier2.plot_s_smith()" + ] + }, + { + "cell_type": "code", + "execution_count": 260, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "print(np.square(np.absolute(amplifier2.s21.s[idx_900mhz])))\n", + "amplifier2.s21.plot_s_db()" + ] + }, + { + "cell_type": "code", + "execution_count": 262, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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