Created
May 26, 2026 13:54
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| { | |
| "cells": [ | |
| { | |
| "cell_type": "code", | |
| "execution_count": 1, | |
| "id": "1ba13025-1aa7-4fe7-ba28-8896baff32f7", | |
| "metadata": { | |
| "trusted": true | |
| }, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "Maximum bandwidth at:\n", | |
| "L = 0.683\n", | |
| "BW = 1.848\n", | |
| "Peaking = 1.35 dB\n" | |
| ] | |
| }, | |
| { | |
| "data": { | |
| "image/png": 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", | |
| "text/plain": [ | |
| "<Figure size 800x1100 with 3 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "import numpy as np\n", | |
| "import matplotlib.pyplot as plt\n", | |
| "\n", | |
| "# Normalize R = C = 1\n", | |
| "R = 1.0\n", | |
| "C = 1.0\n", | |
| "\n", | |
| "# Frequency sweep\n", | |
| "w = np.logspace(-2, 2, 20000)\n", | |
| "\n", | |
| "# Shunt peaking transfer function\n", | |
| "#\n", | |
| "# R + sL\n", | |
| "# H(s) = ---------\n", | |
| "# 1 + sRC + s^2 LC\n", | |
| "#\n", | |
| "# normalized low-frequency gain = 1\n", | |
| "#\n", | |
| "def H(jw, L):\n", | |
| " s = 1j * jw\n", | |
| " return (R + s*L) / (R + s*R*R*C + s*s*L*R*C)\n", | |
| "\n", | |
| "# Sweep inductance\n", | |
| "Lvals = np.linspace(0.001, 1.5, 300)\n", | |
| "\n", | |
| "bw = []\n", | |
| "peak_gain_db = []\n", | |
| "peak_freq = []\n", | |
| "\n", | |
| "for L in Lvals:\n", | |
| "\n", | |
| " mag = np.abs(H(w, L))\n", | |
| "\n", | |
| " # --- bandwidth (-3 dB relative to DC) ---\n", | |
| " target = 1/np.sqrt(2)\n", | |
| "\n", | |
| " idx = np.where(mag <= target)[0]\n", | |
| "\n", | |
| " if len(idx) > 0:\n", | |
| " bw.append(w[idx[0]])\n", | |
| " else:\n", | |
| " bw.append(np.nan)\n", | |
| "\n", | |
| " # --- peaking gain ---\n", | |
| " pk = np.max(mag)\n", | |
| " peak_gain_db.append(20*np.log10(pk))\n", | |
| "\n", | |
| " # --- peaking frequency ---\n", | |
| " peak_freq.append(w[np.argmax(mag)])\n", | |
| "\n", | |
| "bw = np.array(bw)\n", | |
| "peak_gain_db = np.array(peak_gain_db)\n", | |
| "peak_freq = np.array(peak_freq)\n", | |
| "\n", | |
| "# Find optimum bandwidth point\n", | |
| "imax = np.nanargmax(bw)\n", | |
| "\n", | |
| "m = R*R*C/Lvals\n", | |
| "\n", | |
| "print(\"Maximum bandwidth at:\")\n", | |
| "print(f\"L = {Lvals[imax]:.3f}\")\n", | |
| "print(f\"BW = {bw[imax]:.3f}\")\n", | |
| "print(f\"Peaking = {peak_gain_db[imax]:.2f} dB\")\n", | |
| "\n", | |
| "# -----------------------------\n", | |
| "# Special operating points (m = R^2 C / L)\n", | |
| "# -----------------------------\n", | |
| "\n", | |
| "# per-marker text placement uses axis-fraction coordinates so labels\n", | |
| "# do not overlap each other when the vlines are close together.\n", | |
| "markers = [\n", | |
| " # (label, m, color, xfrac_top, xfrac_bot)\n", | |
| " (\"Best group delay\\nm ≈ 3.10\", 3.10, \"tab:green\", 0.02, 0.02),\n", | |
| " (\"Maximally flat\\nm ≈ 2.41\", 2.41, \"tab:blue\", 0.30, 0.30),\n", | |
| " (\"Max bandwidth\\nm ≈ 1.41\", 1.41, \"tab:red\", 0.55, 0.55),\n", | |
| "]\n", | |
| "\n", | |
| "def annotate_markers(ax, ydata, label_top=False):\n", | |
| " \"\"\"Draw vertical markers for each special m on the given axis.\n", | |
| "\n", | |
| " Text labels are placed in axis-fraction coordinates so they don't\n", | |
| " overlap each other or run off the axes.\n", | |
| " \"\"\"\n", | |
| " for label, mval, color, xfrac_top, xfrac_bot in markers:\n", | |
| " Lstar = R*R*C / mval\n", | |
| " ax.axvline(Lstar, color=color, linestyle='--', linewidth=1.2, alpha=0.8)\n", | |
| " # data-coordinate anchor on the curve at Lstar\n", | |
| " ystar = np.interp(Lstar, Lvals, ydata)\n", | |
| " if label_top:\n", | |
| " xfrac, yfrac, va = xfrac_top, 0.95, 'top'\n", | |
| " else:\n", | |
| " xfrac, yfrac, va = xfrac_bot, 0.05, 'bottom'\n", | |
| " ax.annotate(\n", | |
| " label,\n", | |
| " xy=(Lstar, ystar), xycoords='data',\n", | |
| " xytext=(xfrac, yfrac), textcoords='axes fraction',\n", | |
| " fontsize=8, color=color, va=va, ha='left',\n", | |
| " arrowprops=dict(arrowstyle='->', color=color, lw=0.8),\n", | |
| " )\n", | |
| "\n", | |
| "# -----------------------------\n", | |
| "# Plotting\n", | |
| "# -----------------------------\n", | |
| "\n", | |
| "fig, axs = plt.subplots(3, 1, figsize=(8, 11))\n", | |
| "\n", | |
| "axs[0].plot(Lvals, bw, linewidth=2)\n", | |
| "axs[0].set_ylabel(\"3-dB Bandwidth\")\n", | |
| "axs[0].set_title(\"Bandwidth vs L\")\n", | |
| "axs[0].grid(True)\n", | |
| "annotate_markers(axs[0], bw, label_top=False)\n", | |
| "\n", | |
| "axs[1].plot(Lvals, peak_gain_db, linewidth=2)\n", | |
| "axs[1].set_ylabel(\"Peaking Gain (dB)\")\n", | |
| "axs[1].set_title(\"Peaking Gain vs L\")\n", | |
| "axs[1].grid(True)\n", | |
| "annotate_markers(axs[1], peak_gain_db, label_top=True)\n", | |
| "\n", | |
| "axs[2].plot(Lvals, peak_freq, linewidth=2)\n", | |
| "axs[2].set_xlabel(\"L\")\n", | |
| "axs[2].set_ylabel(\"Peaking Frequency\")\n", | |
| "axs[2].set_title(\"Peaking Frequency vs L\")\n", | |
| "axs[2].grid(True)\n", | |
| "annotate_markers(axs[2], peak_freq, label_top=True)\n", | |
| "\n", | |
| "plt.tight_layout()\n", | |
| "plt.show()\n" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 2, | |
| "id": "5d412dd4-6d63-4545-94f0-52d72a42bc54", | |
| "metadata": { | |
| "trusted": true | |
| }, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "1.4645160974319535" | |
| ] | |
| }, | |
| "execution_count": 2, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "R*R*C/Lvals[imax]" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 3, | |
| "id": "7845e88a-9f95-4fd1-852e-3ddfe5a068ba", | |
| "metadata": { | |
| "trusted": true | |
| }, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "0.6828193979933112" | |
| ] | |
| }, | |
| "execution_count": 3, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "Lvals[imax]" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 4, | |
| "id": "2b03abff-f199-4e25-a099-1ef898ac10f2", | |
| "metadata": { | |
| "trusted": true | |
| }, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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", | |
| "text/plain": [ | |
| "<Figure size 900x600 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "import numpy as np\n", | |
| "import matplotlib.pyplot as plt\n", | |
| "\n", | |
| "# ============================================================\n", | |
| "# Normalized parameters\n", | |
| "# ============================================================\n", | |
| "\n", | |
| "R = 1.0\n", | |
| "C = 1.0\n", | |
| "\n", | |
| "# Frequency axis\n", | |
| "w = np.logspace(-2, 2, 50000)\n", | |
| "\n", | |
| "# ============================================================\n", | |
| "# Shunt-peaking transfer function\n", | |
| "#\n", | |
| "# 1 + s(L/R)\n", | |
| "# H(s) = -----------------------------------\n", | |
| "# 1 + sRC + s^2 LC\n", | |
| "#\n", | |
| "# m = R^2 C / L controls the response shape\n", | |
| "# ============================================================\n", | |
| "\n", | |
| "def H(jw, L):\n", | |
| " s = 1j * jw\n", | |
| " return (1 + s*L/R) / (1 + s*R*C + s*s*L*C)\n", | |
| "\n", | |
| "# ============================================================\n", | |
| "# Special operating points (from the shunt-peaking table)\n", | |
| "# m = R^2 C / L => L = R^2 C / m\n", | |
| "# ============================================================\n", | |
| "\n", | |
| "conditions = [\n", | |
| " # (label, m, color)\n", | |
| " (\"L = 0 (no shunt peaking)\", np.inf, \"tab:gray\"),\n", | |
| " (\"Maximum bandwidth (m ≈ 1.41)\", 1.41, \"tab:red\"),\n", | |
| " (\"Maximally flat (m ≈ 2.41)\", 2.41, \"tab:blue\"),\n", | |
| " (\"Best group delay (m ≈ 3.10)\", 3.10, \"tab:green\"),\n", | |
| "]\n", | |
| "\n", | |
| "# ============================================================\n", | |
| "# Plot magnitude response\n", | |
| "# ============================================================\n", | |
| "\n", | |
| "fig, ax = plt.subplots(figsize=(9, 6))\n", | |
| "\n", | |
| "for label, m, color in conditions:\n", | |
| "\n", | |
| " L = 0.0 if np.isinf(m) else R*R*C / m\n", | |
| " mag_db = 20*np.log10(np.abs(H(w, L)))\n", | |
| "\n", | |
| " ax.semilogx(w, mag_db, linewidth=2, color=color, label=label)\n", | |
| "\n", | |
| " # ------------------------------------------------------------\n", | |
| " # Annotate each curve near its high-frequency rolloff region\n", | |
| " # ------------------------------------------------------------\n", | |
| " if np.isinf(m):\n", | |
| " # annotate the plain RC curve\n", | |
| " x_ann = 3.0\n", | |
| " y_ann = 20*np.log10(np.abs(H(np.array([x_ann]), 0.0)))[0]\n", | |
| " ax.annotate(\n", | |
| " \"L = 0\\n(RC only)\",\n", | |
| " xy=(x_ann, y_ann),\n", | |
| " xytext=(0.04, -14),\n", | |
| " textcoords=\"data\",\n", | |
| " fontsize=9, color=color,\n", | |
| " arrowprops=dict(arrowstyle=\"->\", color=color, lw=1),\n", | |
| " )\n", | |
| " else:\n", | |
| " # annotate near the peak / -3 dB region of each curve\n", | |
| " idx_peak = np.argmax(mag_db)\n", | |
| " x_ann = w[idx_peak]\n", | |
| " y_ann = mag_db[idx_peak]\n", | |
| " # spread the text labels vertically so they don't overlap\n", | |
| " y_off = {1.41: 6, 2.41: 4, 3.10: 2}[m]\n", | |
| " x_off = {1.41: 8, 2.41: 12, 3.10: 18}[m]\n", | |
| " ax.annotate(\n", | |
| " label,\n", | |
| " xy=(x_ann, y_ann),\n", | |
| " xytext=(x_off, y_off),\n", | |
| " textcoords=\"data\",\n", | |
| " fontsize=9, color=color,\n", | |
| " arrowprops=dict(arrowstyle=\"->\", color=color, lw=1),\n", | |
| " )\n", | |
| "\n", | |
| "# ------------------------------------------------------------\n", | |
| "# Reference lines\n", | |
| "# ------------------------------------------------------------\n", | |
| "\n", | |
| "ax.axhline(-3, color='k', linestyle='--', alpha=0.6)\n", | |
| "ax.text(0.012, -3 + 0.4, \"-3 dB\", fontsize=9, color='k')\n", | |
| "\n", | |
| "# ------------------------------------------------------------\n", | |
| "# Labels\n", | |
| "# ------------------------------------------------------------\n", | |
| "\n", | |
| "ax.set_xlabel(r\"Normalized Frequency $\\omega RC$\")\n", | |
| "ax.set_ylabel(\"Magnitude (dB)\")\n", | |
| "ax.set_title(r\"Shunt Peaking Frequency Response ($m = R^{2}C/L$)\")\n", | |
| "\n", | |
| "ax.set_ylim(-30, 4)\n", | |
| "ax.grid(True, which='both', alpha=0.4)\n", | |
| "ax.legend(loc=\"lower left\")\n", | |
| "\n", | |
| "plt.tight_layout()\n", | |
| "plt.show()\n" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": null, | |
| "id": "317ba5d4-2d69-4f01-bf19-dbfbf1d64824", | |
| "metadata": { | |
| "trusted": true | |
| }, | |
| "outputs": [], | |
| "source": [] | |
| } | |
| ], | |
| "metadata": { | |
| "kernelspec": { | |
| "display_name": "py312", | |
| "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": "3.12.5" | |
| } | |
| }, | |
| "nbformat": 4, | |
| "nbformat_minor": 5 | |
| } |
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