{ "cells": [ { "cell_type": "markdown", "id": "561bcf4c", "metadata": {}, "source": [ "# Example of a linar chirp waveform" ] }, { "cell_type": "markdown", "id": "6c40050e", "metadata": {}, "source": [ "## 1. Instantiate the waveform" ] }, { "cell_type": "code", "execution_count": 1, "id": "3f3eb3dd", "metadata": {}, "outputs": [], "source": [ "from pathlib import Path\n", "import os\n", "from tfwaves import waveform, stft, response\n", "import numpy as np\n", "from matplotlib import pyplot as plt\n", "from matplotlib import colors\n", "import urllib, os\n", "from scipy.signal import ShortTimeFFT" ] }, { "cell_type": "code", "execution_count": 2, "id": "36317567", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "End frequency after 30.0 days is 3.592 mHz\n", "Nyquist frequency is 50.000 mHz\n" ] } ], "source": [ "# Look at one month of data\n", "tobs = 30 * 24 * 3600\n", "# Sampling rate\n", "fs = 1 / 10.0 # 10 second sampling rate\n", "# Initial frequency in Hz\n", "f0 = 1.0e-3 # 0.5e-3 \n", "# Initial frequency derivative in Hz/s\n", "fdot0 = 1e-9\n", "# Frequency at the end of the observation period\n", "f_end = f0 + fdot0 * tobs\n", "print(f\"End frequency after {tobs/(24*3600):.1f} days is {f_end*1e3:.3f} mHz\")\n", "# Comparison with Nyquist frequency\n", "f_nyquist = fs / 2\n", "print(f\"Nyquist frequency is {f_nyquist*1e3:.3f} mHz\")\n", "# Create linear chirp waveform\n", "linear_chirp = waveform.LinearChirp(f0=f0, fdot0=fdot0)" ] }, { "cell_type": "code", "execution_count": 3, "id": "f2aa408e", "metadata": {}, "outputs": [], "source": [ "# Create a time vector with 10 second sampling rate\n", "t_grid = np.arange(0, tobs, 1 / fs)\n", "# Compute the strain\n", "h = linear_chirp.compute_strain(t_grid)" ] }, { "cell_type": "code", "execution_count": 4, "id": "ecd2a5cb", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot the plus and cross components as a function of time\n", "plt.figure(figsize=(10, 5))\n", "plt.plot(t_grid[0:1000], h.real[0:1000], label='h+', color='blue')\n", "plt.plot(t_grid[0:1000], -h.imag[0:1000], label='h×', color='orange')\n", "plt.xlabel('Time (s)')\n", "plt.ylabel('Strain')\n", "plt.title('Linear Chirp Strain')\n", "plt.legend()\n", "plt.grid()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "46750340", "metadata": {}, "source": [ "## 2. Compute its STFT from the time series" ] }, { "cell_type": "code", "execution_count": null, "id": "79ab6dad", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "You are using an orbit file in a version that might not be fully supported\n" ] } ], "source": [ "# # The URL for the orbit data\n", "# orbits_url = \"https://lisa-ldc.in2p3.fr/media/uploads/orbits.h5\"\n", "# if not os.path.exists(\"orbits.h5\"):\n", "# urllib.request.urlretrieve(orbits_url, \"orbits.h5\")\n", "\n", "# Choose the duration of one time window\n", "window_duration = 24 * 3600 # 6 * 3600 # 24 * 3600 # seconds\n", "# Size of the time window in samples\n", "window_size = int(window_duration * fs) # 10 second sampling rate\n", "# Window function\n", "w = np.ones(window_size)\n", "# Orbits\n", "orbit_path = Path(os.getcwd()).resolve().parents[1] / \"tests\" / \"orbits.h5\"\n", "# Starting time of observation\n", "t_start = 30 * 24 * 3600 # 30 days\n", "# Set source configuration\n", "config = stft.ObservationConfig(\n", " orbit_path=orbit_path,\n", " t_start=t_start,\n", " size=len(t_grid),\n", ")\n", "# Create the STFT object\n", "stft_obj = stft.TimeToTFWaveform(\n", " w,\n", " window_size,\n", " fs,\n", " waveform=linear_chirp,\n", " config=config,\n", ")\n", "# Compute the STFT of the waveform\n", "scp_stft = ShortTimeFFT(w, hop=window_size, fs=fs, mfft=None, scale_to='magnitude')\n", "s_plus = scp_stft.stft(h.real)\n", "s_cross = scp_stft.stft(-h.imag)" ] }, { "cell_type": "code", "execution_count": 6, "id": "ad4ca23d", "metadata": {}, "outputs": [], "source": [ "# Compute the waveform frequency at the time grid\n", "f_time = linear_chirp.compute_frequencies(t_grid)\n", "# Compute the waveform frequency derivative at the time grid\n", "df_time = linear_chirp.compute_frequencies_derivatives(t_grid)" ] }, { "cell_type": "code", "execution_count": 7, "id": "748db55b", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "N = h.size # number of samples in the time series\n", "fig1, ax1 = plt.subplots(figsize=(6., 4.)) # enlarge plot a bit\n", "t_lo, t_hi = scp_stft.extent(N)[:2] # time range of plot\n", "ax1.set_title(rf\"STFT\")\n", "ax1.set(xlabel=f\"Time $t$ in seconds ({scp_stft.p_num(N)} slices, \" +\n", " rf\"$\\Delta t = {scp_stft.delta_t:g}\\,$s)\",\n", " ylabel=f\"Freq. $f$ in Hz ({scp_stft.f_pts} bins, \" +\n", " rf\"$\\Delta f = {scp_stft.delta_f:g}\\,$Hz)\",\n", " xlim=(t_lo, t_hi))\n", "ax1.set_ylim([f_time[10], f_time[-10]])\n", "im1 = ax1.imshow(abs(s_plus), origin='lower', aspect='auto',\n", " extent=scp_stft.extent(N), cmap='viridis')\n", "# ax1.plot(t_x, f_i, 'r--', alpha=.5, label='$f_i(t)$')\n", "fig1.colorbar(im1, label=r\"Magnitude $|S_{h+}(t, f)|$\")\n", "fig1.tight_layout()\n", "plt.tick_params(axis='x', rotation=45)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "bb7d2cc8", "metadata": {}, "source": [ "## 3. Compute its STFT analytically" ] }, { "cell_type": "code", "execution_count": 8, "id": "3eb04d06", "metadata": {}, "outputs": [], "source": [ "# STFT time bins\n", "t_bins = np.arange(s_plus.shape[1]) * stft_obj.delta_t \n", "# What should be the margin around f(t) ? Use the variation of frequency within one time bin\n", "margin = np.max(df_time * stft_obj.delta_t / stft_obj.delta_f)\n", "di = 2*round(margin)\n", "s_plus_approx, s_cross_approx, indices_f, indices_t = stft_obj.compute_hphc(di=di)\n", "# Convert to dense arrays\n", "s_plus_approx_dense = s_plus_approx.toarray()\n", "s_cross_approx_dense = s_cross_approx.toarray()" ] }, { "cell_type": "code", "execution_count": 9, "id": "f8c81cec", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "N = h.size # number of samples in the time series\n", "fig1, ax1 = plt.subplots(nrows=1, ncols=3, figsize=(12., 4.)) # enlarge plot a bit\n", "t_lo, t_hi = scp_stft.extent(N)[:2] # time range of plot\n", "\n", "# Use a logarithmic color scale\n", "norm = colors.LogNorm(vmin=1e-3, vmax=abs(s_plus).max())\n", "\n", "# TRUE\n", "ax1[0].set_title(rf\"Exact STFT for $h_+$\")\n", "ax1[0].set(xlabel=f\"Time $t$ in seconds ({scp_stft.p_num(N)} slices, \" +\n", " rf\"$\\Delta t = {scp_stft.delta_t:g}\\,$s)\",\n", " ylabel=f\"Freq. $f$ in Hz ({scp_stft.f_pts} bins, \" +\n", " rf\"$\\Delta f = {scp_stft.delta_f:g}\\,$Hz)\",\n", " xlim=(t_lo, t_hi))\n", "ax1[0].set_ylim([f_time[10], f_time[-10]])\n", "im0 = ax1[0].imshow(abs(s_plus), origin='lower', aspect='auto',\n", " extent=scp_stft.extent(N), cmap='viridis', norm=norm)\n", "\n", "\n", "# APPROXIMATE\n", "ax1[1].set_title(rf\"Approximate STFT for $h_+$\")\n", "ax1[1].set(xlabel=f\"Time $t$ in seconds ({scp_stft.p_num(N)} slices, \" +\n", " rf\"$\\Delta t = {scp_stft.delta_t:g}\\,$s)\",\n", " xlim=(t_lo, t_hi))\n", "ax1[1].set_ylim([f_time[10], f_time[-10]])\n", "im1 = ax1[1].imshow(abs(s_plus_approx_dense), origin='lower', aspect='auto',\n", " extent=scp_stft.extent(N), cmap='viridis', norm=norm)\n", "\n", "\n", "# DIFFERENCE\n", "ax1[2].set_title(rf\"Difference of STFT for $h_+$\")\n", "ax1[2].set(xlabel=f\"Time $t$ in seconds ({scp_stft.p_num(N)} slices, \" +\n", " rf\"$\\Delta t = {scp_stft.delta_t:g}\\,$s)\",\n", " xlim=(t_lo, t_hi))\n", "ax1[2].set_ylim([f_time[10], f_time[-10]])\n", "im2 = ax1[2].imshow(abs(s_plus_approx_dense - s_plus), origin='lower', aspect='auto',\n", " extent=scp_stft.extent(N), cmap='viridis', norm=norm)\n", "\n", "\n", "fig1.colorbar(im2, label=r\"Magnitude $|S_{h+}(t, f)|$\")\n", "fig1.tight_layout()\n", "plt.tick_params(axis='x', rotation=45)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 10, "id": "209b241c", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "N = h.size # number of samples in the time series\n", "fig1, ax1 = plt.subplots(nrows=1, ncols=3, figsize=(12., 4.)) # enlarge plot a bit\n", "t_lo, t_hi = scp_stft.extent(N)[:2] # time range of plot\n", "\n", "# Use a logarithmic color scale\n", "norm = colors.LogNorm(vmin=1e-3, vmax=abs(s_cross).max())\n", "\n", "# TRUE\n", "ax1[0].set_title(r\"Exact STFT for $h_{\\times}$\")\n", "ax1[0].set(xlabel=f\"Time $t$ in seconds ({scp_stft.p_num(N)} slices, \" +\n", " rf\"$\\Delta t = {scp_stft.delta_t:g}\\,$s)\",\n", " ylabel=f\"Freq. $f$ in Hz ({scp_stft.f_pts} bins, \" +\n", " rf\"$\\Delta f = {scp_stft.delta_f:g}\\,$Hz)\",\n", " xlim=(t_lo, t_hi))\n", "ax1[0].set_ylim([f_time[10], f_time[-10]])\n", "im0 = ax1[0].imshow(abs(s_cross), origin='lower', aspect='auto',\n", " extent=scp_stft.extent(N), cmap='viridis', norm=norm)\n", "\n", "\n", "# APPROXIMATE\n", "ax1[1].set_title(r\"Approximate STFT for $h_{\\times}$\")\n", "ax1[1].set(xlabel=f\"Time $t$ in seconds ({scp_stft.p_num(N)} slices, \" +\n", " rf\"$\\Delta t = {scp_stft.delta_t:g}\\,$s)\",\n", " xlim=(t_lo, t_hi))\n", "ax1[1].set_ylim([f_time[10], f_time[-10]])\n", "im1 = ax1[1].imshow(abs(s_cross_approx_dense), origin='lower', aspect='auto',\n", " extent=scp_stft.extent(N), cmap='viridis', norm=norm)\n", "\n", "# DIFFERENCE\n", "ax1[2].set_title(r\"Difference of STFT for $h_{\\times}$\")\n", "ax1[2].set(xlabel=f\"Time $t$ in seconds ({scp_stft.p_num(N)} slices, \" +\n", " rf\"$\\Delta t = {scp_stft.delta_t:g}\\,$s)\",\n", " xlim=(t_lo, t_hi))\n", "ax1[2].set_ylim([f_time[10], f_time[-10]])\n", "im2 = ax1[2].imshow(abs(s_cross_approx_dense - s_cross), origin='lower', aspect='auto',\n", " extent=scp_stft.extent(N), cmap='viridis', norm=norm)\n", "\n", "\n", "fig1.colorbar(im2, label=r\"Magnitude $|S_{h\\times}(t, f)|$\")\n", "fig1.tight_layout()\n", "plt.tick_params(axis='x', rotation=45)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 11, "id": "deca6b6e", "metadata": {}, "outputs": [], "source": [ "# Error as a function of time\n", "squared_error = abs(s_cross_approx_dense - s_cross)**2\n", "rmse_vs_time = np.mean(squared_error, axis=0)\n", "# RMSE in percent of amplitude\n", "rmse_vs_time = np.sqrt(rmse_vs_time) / np.max(abs(s_cross), axis=0) * 100" ] }, { "cell_type": "code", "execution_count": 12, "id": "13e6371d", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/var/folders/j3/bxsfgp354m71s36hk2dpg4p80000gn/T/ipykernel_94761/611977175.py:6: UserWarning: No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n", " plt.legend()\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(6, 4))\n", "plt.plot(t_bins, rmse_vs_time)\n", "plt.xlabel('Time (s)')\n", "plt.ylabel('RMSE (%)')\n", "plt.title('RMSE vs time')\n", "plt.legend()\n", "plt.grid()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 13, "id": "8876c1e8", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "RMSE for h+: 0.0006505908684125557\n" ] } ], "source": [ "# Evaluate the normalized RMSE on the track\n", "rmse = np.sqrt(np.mean(abs(s_plus_approx_dense[:, 1:-1] - s_plus[:, 1:-1])**2))\n", "print(\"RMSE for h+:\", rmse)" ] }, { "cell_type": "code", "execution_count": 14, "id": "e879f3b4", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "RMSE for hx: 0.0006500222284841215\n" ] } ], "source": [ "# Evaluate the normalized RMSE on the track\n", "rmse = np.sqrt(np.mean(abs(s_cross_approx_dense[:, 1:-1] - s_cross[:, 1:-1])**2))\n", "print(\"RMSE for hx:\", rmse)" ] }, { "cell_type": "markdown", "id": "04a2b62a", "metadata": {}, "source": [ "## 4. Compute arm responses" ] }, { "cell_type": "markdown", "id": "34cc94de", "metadata": {}, "source": [ "### 4.1 Exact responses" ] }, { "cell_type": "code", "execution_count": 15, "id": "74d00e31", "metadata": {}, "outputs": [], "source": [ "dec=0.0\n", "ra=0.0" ] }, { "cell_type": "code", "execution_count": 16, "id": "eef8a325", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "You are using an orbit file in a version that might not be fully supported\n" ] } ], "source": [ "# Compute response with LISA ring\n", "response_lisaring = response.ResponseFromStrain(\n", " orbits=orbit_path,\n", " dt=1/fs, # This is the coarse grid\n", " # Should it be the STFT time resolution?\n", " size=len(t_grid), # Size of the coarse grid\n", " t0=stft_obj._response.t0, # Your standard offset, should not be hard-coded\n", " )" ] }, { "cell_type": "code", "execution_count": 17, "id": "cdaa99da", "metadata": {}, "outputs": [], "source": [ "response_lisaring.set_position(dec, ra)\n", "arm_responses = response_lisaring.read_gw_response(h.real, -h.imag, stft_obj._response.t0 + t_grid,\n", " strain_interp_order=5, dictt=False).T\n", "s_links_exact = np.asarray([scp_stft.stft(arm_responses[:, i]) for i in range(6)])\n", "s_links_exact = np.swapaxes(s_links_exact, 1, 2).T" ] }, { "cell_type": "markdown", "id": "e6691d79", "metadata": {}, "source": [ "### 4.2 Approximate responses" ] }, { "cell_type": "code", "execution_count": 18, "id": "dc97e99e", "metadata": {}, "outputs": [], "source": [ "stft_obj._build_response(dec, ra)\n", "s_links_approx, indices_f, indices_t = stft_obj.compute_arm_response_tf(di=di)\n", "# Convert to full array\n", "s_links_approx_full = np.zeros_like(s_links_exact)\n", "s_links_approx_full[indices_f, indices_t, :] = s_links_approx" ] }, { "cell_type": "markdown", "id": "fbfb2ed3", "metadata": {}, "source": [ "### 4.3 Comparison" ] }, { "cell_type": "code", "execution_count": 19, "id": "f7ea8295", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "j_link = 0\n", "fig1, ax1 = plt.subplots(nrows=1, ncols=3, figsize=(12., 4.)) # enlarge plot a bit\n", "\n", "# Logarithmic color scale\n", "norm = colors.LogNorm(vmin=1e-5,\n", " vmax=abs(s_links_exact[..., j_link]).max())\n", "\n", "# TRUE\n", "ax1[0].set_title(r\"Exact STFT for $y_{12}$\")\n", "ax1[0].set(xlabel=r\"Time $t$ in seconds\",\n", " ylabel=r\"Freq. $f$ in Hz\",\n", " xlim=(t_lo, t_hi))\n", "ax1[0].set_ylim([f_time[10], f_time[-10]])\n", "im0 = ax1[0].imshow(abs(s_links_exact[..., j_link]), origin='lower', aspect='auto',\n", " extent=scp_stft.extent(N), cmap='viridis', norm=norm)\n", "\n", "# APPROXIMATE\n", "ax1[1].set_title(r\"Approximate STFT for $y_{12}$\")\n", "ax1[1].set(xlabel=r\"Time $t$ in seconds\",\n", " xlim=(t_lo, t_hi))\n", "ax1[1].set_ylim([f_time[10], f_time[-10]])\n", "im1 = ax1[1].imshow(abs(s_links_approx_full[..., j_link]), origin='lower', aspect='auto',\n", " extent=scp_stft.extent(N), cmap='viridis', norm=norm)\n", "# ax1.plot(t_x, f_i, 'r--', alpha=.5, label='$f_i(t)$')\n", "\n", "\n", "# DIFFERENCE\n", "ax1[2].set_title(r\"Difference of STFT for $y_{12}$\")\n", "ax1[2].set(xlabel=r\"Time $t$ in seconds\",\n", " xlim=(t_lo, t_hi))\n", "ax1[2].set_ylim([f_time[10], f_time[-10]])\n", "im2 = ax1[2].imshow(abs(s_links_approx_full[..., j_link] - s_links_exact[..., j_link]), \n", " origin='lower', aspect='auto',\n", " extent=scp_stft.extent(N), cmap='viridis', norm=norm)\n", "\n", "\n", "fig1.colorbar(im2, label=r\"Magnitude $|S_{y}(t, f)|$\")\n", "fig1.tight_layout()\n", "plt.tick_params(axis='x', rotation=45)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 20, "id": "89984951", "metadata": {}, "outputs": [], "source": [ "# Error as a function of time\n", "squared_error = abs(s_links_approx_full[..., j_link] - s_links_exact[..., j_link])**2\n", "rmse_vs_time = np.mean(squared_error, axis=0)\n", "# RMSE in percent of amplitude\n", "rmse_vs_time = np.sqrt(rmse_vs_time) / np.max(abs(s_links_exact[..., j_link]), axis=0) * 100" ] }, { "cell_type": "code", "execution_count": 21, "id": "36f2af45", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0.4926503962682829\n" ] } ], "source": [ "print(np.max(rmse_vs_time[1:-1]))" ] }, { "cell_type": "code", "execution_count": 22, "id": "7db501ec", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/var/folders/j3/bxsfgp354m71s36hk2dpg4p80000gn/T/ipykernel_94761/611977175.py:6: UserWarning: No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n", " plt.legend()\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(6, 4))\n", "plt.plot(t_bins, rmse_vs_time)\n", "plt.xlabel('Time (s)')\n", "plt.ylabel('RMSE (%)')\n", "plt.title('RMSE vs time')\n", "plt.legend()\n", "plt.grid()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "4e6c80cc", "metadata": {}, "source": [ "## 5. Compute TDI responses" ] }, { "cell_type": "markdown", "id": "2aa1c53a", "metadata": {}, "source": [ "### 5.1 Exact responses" ] }, { "cell_type": "code", "execution_count": 23, "id": "e7813297", "metadata": {}, "outputs": [], "source": [ "# Compute TDI with response.py\n", "tdi_lisaring = response_lisaring.compute_tdi(h.real, -h.imag, channel=\"XYZ\")\n", "s_tdi1_lisaring = -np.asarray([scp_stft.stft(tdi_lisaring[key]) for key in [\"TDIX\", \"TDIY\", \"TDIZ\"]])\n", "s_tdi1_lisaring = np.swapaxes(s_tdi1_lisaring, 1, 2).T" ] }, { "cell_type": "markdown", "id": "b27c6858", "metadata": {}, "source": [ "### 5.2 Approximate responses" ] }, { "cell_type": "code", "execution_count": 24, "id": "bf1d0716", "metadata": {}, "outputs": [], "source": [ "s_tdi1_approx, indices_f, indices_t = stft_obj.compute_tdi_tf_response(channel=\"XYZ\", gen=\"1.5\", di=di)\n", "# Convert to full array\n", "s_tdi1_approx_full = np.zeros_like(s_tdi1_lisaring)\n", "s_tdi1_approx_full[indices_f, indices_t, :] = s_tdi1_approx" ] }, { "cell_type": "markdown", "id": "66f7bbc5", "metadata": {}, "source": [ "### 5.3 Comparison" ] }, { "cell_type": "code", "execution_count": 25, "id": "f80bdeba", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig1, ax1 = plt.subplots(nrows=1, ncols=3, figsize=(12., 4.)) # enlarge plot a bit\n", "\n", "# Logarithmic color scale\n", "norm = colors.LogNorm(vmin=1e-5,\n", " vmax=abs(s_tdi1_lisaring[..., 0]).max())\n", "\n", "# TRUE\n", "ax1[0].set_title(r\"STFT of lisaring data for $X1$\")\n", "ax1[0].set(xlabel=r\"Time $t$ in seconds\",\n", " ylabel=r\"Freq. $f$ in Hz\",\n", " xlim=(t_lo, t_hi))\n", "ax1[0].set_ylim([f_time[10], f_time[-10]])\n", "im0 = ax1[0].imshow(abs(s_tdi1_lisaring[..., 0]), origin='lower', aspect='auto',\n", " extent=scp_stft.extent(N), cmap='viridis', norm=norm)\n", "\n", "# APPROXIMATE\n", "ax1[1].set_title(r\"Approximate STFT for $X1$\")\n", "ax1[1].set(xlabel=r\"Time $t$ in seconds\",\n", " xlim=(t_lo, t_hi))\n", "ax1[1].set_ylim([f_time[10], f_time[-10]])\n", "im1 = ax1[1].imshow(abs(s_tdi1_approx_full[..., 0]), origin='lower', aspect='auto',\n", " extent=scp_stft.extent(N), cmap='viridis', norm=norm)\n", "# ax1.plot(t_x, f_i, 'r--', alpha=.5, label='$f_i(t)$')\n", "\n", "\n", "# DIFFERENCE\n", "ax1[2].set_title(r\"Difference of STFT for $X1$\")\n", "ax1[2].set(xlabel=r\"Time $t$ in seconds\",\n", " xlim=(t_lo, t_hi))\n", "ax1[2].set_ylim([f_time[10], f_time[-10]])\n", "im2 = ax1[2].imshow(abs(s_tdi1_approx_full[..., 0] - s_tdi1_lisaring[..., 0]), origin='lower', aspect='auto',\n", " extent=scp_stft.extent(N), cmap='viridis', norm=norm)\n", "\n", "\n", "fig1.colorbar(im2, label=r\"Magnitude $|S_{X}(t, f)|$\")\n", "fig1.tight_layout()\n", "plt.tick_params(axis='x', rotation=45)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 26, "id": "4e5ab670", "metadata": {}, "outputs": [], "source": [ "# Error as a function of time for TDI1\n", "squared_error = abs(s_tdi1_approx_full[indices_f, :, 0] - s_tdi1_lisaring[indices_f, :, 0])**2\n", "rmse_vs_time = np.mean(squared_error, axis=0)\n", "# RMSE in percent of amplitude\n", "rmse_vs_time = np.sqrt(rmse_vs_time) / np.max(abs(s_tdi1_lisaring[indices_f, :, 0]), axis=0) * 100" ] }, { "cell_type": "code", "execution_count": 27, "id": "8692fd63", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Max RMSE on link 0 : 1.9879807781281085 %\n" ] } ], "source": [ "print(\"Max RMSE on link\", j_link, \":\", rmse_vs_time[1:-1].max(), \"%\")" ] }, { "cell_type": "code", "execution_count": 28, "id": "157a7e40", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/var/folders/j3/bxsfgp354m71s36hk2dpg4p80000gn/T/ipykernel_94761/2372180008.py:6: UserWarning: No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n", " plt.legend()\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(6, 4))\n", "plt.plot(t_bins, rmse_vs_time)\n", "plt.xlabel('Time (s)')\n", "plt.ylabel('RMSE (%)')\n", "plt.title('TDI X1 RMSE vs time')\n", "plt.legend()\n", "plt.grid()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "id": "092412f9", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "env (3.12.5)", "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 }