Files
Masterarbeit_Simulation/DSP_output.ipynb
2026-03-10 11:16:46 +01:00

171 lines
250 KiB
Plaintext

{
"cells": [
{
"cell_type": "code",
"execution_count": 9,
"id": "59938c83",
"metadata": {},
"outputs": [
{
"data": {
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",
"text/plain": [
"<Figure size 1500x1200 with 4 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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"text/plain": [
"<Figure size 1500x400 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"\n",
"PLOT = True\n",
"\n",
"desired_signal = np.genfromtxt(\"./simulation_data/complex_desired_signal.txt\", dtype=int)/(2**(15)-1)\n",
"corrupted_signal = np.genfromtxt(\"./simulation_data/complex_corrupted_signal.txt\", dtype=int)/(2**(15)-1)\n",
"noise_signal = np.genfromtxt(\"./simulation_data/complex_noise_signal.txt\", dtype=int)/(2**(15)-1)\n",
"t = np.linspace(0, len(corrupted_signal), len(corrupted_signal))/10000\n",
"\n",
"output = np.genfromtxt(\"./filter_output/complex_output_simulated.txt\", dtype=int)[:-1]/(2**(15)-1) # letzte Zeile löschen\n",
"\n",
"error_signal = (output - desired_signal)\n",
"t2 = np.linspace(0, len(error_signal), len(error_signal))/10000\n",
"\n",
"# SNR davor/danach in dB berechnen, SNR Ratio berechnen, \n",
"snr_before = 10 * np.log10(np.trapz(desired_signal**2, t) / np.trapz(noise_signal**2, t))\n",
"snr_after = 10 * np.log10(np.trapz(desired_signal**2, t) / np.trapz(error_signal**2, t2))\n",
"delta_snr = round(snr_after - snr_before, 2)\n",
"\n",
"# Plots des Filterprozesses\n",
"figure1, (ax0, ax1, ax2, ax3) = plt.subplots(4, 1, figsize=(15, 12), sharex=True, sharey=True)\n",
"ax0.set_ylim(-1, 1)\n",
"ax0.plot(t, desired_signal, c='deepskyblue', label='Desired signal')\n",
"ax1.plot(t, corrupted_signal, c='royalblue', label='Corrupted signal')\n",
"ax2.plot(t, noise_signal, c='chocolate', label='Reference noise signal')\n",
"ax3.plot(t, output, c='green', label=f'SNR Gain = {delta_snr} dB')\n",
"\n",
"ax0.text(0.5, -0.3, '(a) Desired signal',\n",
" transform=ax0.transAxes,\n",
" fontsize=25,\n",
" fontweight='normal',\n",
" ha='center',\n",
" va='bottom')\n",
"\n",
"ax1.text(0.5, -0.3, '(b) Corrupted signal',\n",
" transform=ax1.transAxes,\n",
" fontsize=25,\n",
" fontweight='normal',\n",
" ha='center',\n",
" va='bottom')\n",
"\n",
"ax2.text(0.5, -0.3, '(c) Reference noise signal',\n",
" transform=ax2.transAxes,\n",
" fontsize=25,\n",
" fontweight='normal',\n",
" ha='center',\n",
" va='bottom')\n",
"\n",
"ax3.text(0.5, -0.5, f'(d) Filter output (SNR Gain = {delta_snr} dB)',\n",
" transform=ax3.transAxes,\n",
" fontsize=25,\n",
" fontweight='normal',\n",
" ha='center',\n",
" va='bottom')\n",
"\n",
"ax3.set_xlabel('time(s)', x=0.05)\n",
"ax0.set_ylabel('Amplitude')\n",
"ax1.set_ylabel('Amplitude')\n",
"ax2.set_ylabel('Amplitude')\n",
"ax3.set_ylabel('Amplitude')\n",
"\n",
"# Plots der Filterperfomanz\n",
"figure2, (ax4) = plt.subplots(1, 1, figsize=(15, 4), sharex=True)\n",
"ax4.set_ylim(-1, 1)\n",
"ax4.plot(t2, error_signal, c='purple', label='Error (Desired signal - Filter output)')\n",
"\n",
"ax4.text(0.5, -0.30, 'Error signal',\n",
" transform=ax4.transAxes,\n",
" fontsize=25,\n",
" fontweight='normal',\n",
" ha='center',\n",
" va='bottom')\n",
"\n",
"ax4.set_xlabel('time(s)', x=0.05)\n",
"ax4.set_ylabel('Amplitude')\n",
"\n",
"#Grids direkt auf Subplots anwenden\n",
"ax0.grid(True, linestyle='--', alpha=0.4)\n",
"ax1.grid(True, linestyle='--', alpha=0.4)\n",
"ax2.grid(True, linestyle='--', alpha=0.4)\n",
"ax3.grid(True, linestyle='--', alpha=0.4)\n",
"ax4.grid(True, linestyle='--', alpha=0.4)\n",
"\n",
"#Spines direkt auf Subplots anwenden\n",
"ax0.spines['top'].set_visible(False)\n",
"ax1.spines['top'].set_visible(False)\n",
"ax2.spines['top'].set_visible(False)\n",
"ax3.spines['top'].set_visible(False)\n",
"ax4.spines['top'].set_visible(False)\n",
"ax0.spines['right'].set_visible(False)\n",
"ax1.spines['right'].set_visible(False)\n",
"ax2.spines['right'].set_visible(False)\n",
"ax3.spines['right'].set_visible(False)\n",
"ax4.spines['right'].set_visible(False)\n",
"\n",
"# Schriftgrößen für LaTeX-Dokument\n",
"plt.rcParams.update({\n",
" \"text.usetex\": True,\n",
" \"font.family\": \"serif\",\n",
" 'font.size': 16, # Standardtext\n",
" 'axes.labelsize': 30, # Achsenbeschriftungen\n",
" 'xtick.labelsize': 25, # Tick-Beschriftungen\n",
" 'ytick.labelsize': 25,\n",
" 'legend.fontsize': 15 # Legende\n",
"})\n",
"\n",
"figure1.tight_layout()\n",
"figure2.tight_layout()\n",
"\n",
"if PLOT == True:\n",
" figure1.savefig(f'plots/fig_plot_1_dsp_complex', dpi=600)\n",
" figure2.savefig(f'plots/fig_plot_2_dsp_complex', dpi=600)\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": "3.10.4"
}
},
"nbformat": 4,
"nbformat_minor": 5
}