GP2023_chirp_detection/chirp_instantaneous_freq/chirp_exploration.ipynb
2023-04-26 19:41:16 +02:00

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{
"cells": [
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"# Why can the instantaneous frequency of a band-pass filtered chirp recording go down ...\n",
"... if a chirp is an up-modulation of the frequency? \n",
"\n",
"This is the question we try to answer in this notebook"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [],
"source": [
"import matplotlib.pyplot as plt\n",
"import numpy as np\n",
"import thunderfish.fakefish as ff \n",
"from filters import instantaneous_frequency, bandpass_filter\n",
"from plotstyle import PlotStyle\n",
"\n",
"# %matplotlib qt\n",
"ps = PlotStyle()\n",
"\n",
"# parameters that stay the same\n",
"samplerate = 20000\n",
"duration = 0.2\n",
"chirp_freq = 5\n",
"smooth = 3"
]
},
{
"cell_type": "code",
"execution_count": 23,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1000x500 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"def make_chirp(eodf, size, width, kurtosis, contrast, phase0):\n",
"\n",
" chirp_trace, amp = ff.chirps(\n",
" eodf = eodf,\n",
" samplerate = samplerate,\n",
" duration = duration,\n",
" chirp_freq = chirp_freq,\n",
" chirp_size = size,\n",
" chirp_width = width,\n",
" chirp_kurtosis = kurtosis,\n",
" chirp_contrast = contrast,\n",
" )\n",
"\n",
" chirp = ff.wavefish_eods(\n",
" fish = 'Alepto',\n",
" frequency = chirp_trace,\n",
" samplerate = samplerate,\n",
" duration = duration,\n",
" phase0 = phase0,\n",
" noise_std = 0,\n",
" )\n",
"\n",
" chirp *= amp\n",
"\n",
" return chirp_trace, chirp\n",
"\n",
"def filtered_chirp(eodf, size, width, kurtosis, contrast, phase0):\n",
"\n",
" time = np.arange(0, duration, 1/samplerate)\n",
" chirp_trace, chirp = make_chirp(\n",
" eodf = eodf, \n",
" size = size, \n",
" width = width, \n",
" kurtosis = kurtosis, \n",
" contrast = contrast, \n",
" phase0 = phase0,\n",
" )\n",
"\n",
" # apply filters\n",
" narrow_filtered = bandpass_filter(chirp, samplerate, eodf-10, eodf+10)\n",
" narrow_freqtime, narrow_freq = instantaneous_frequency(narrow_filtered, samplerate, smooth)\n",
" broad_filtered = bandpass_filter(chirp, samplerate, eodf-300, eodf+300)\n",
" broad_freqtime, broad_freq = instantaneous_frequency(broad_filtered, samplerate, smooth)\n",
"\n",
" original = (time, chirp_trace, chirp)\n",
" broad = (broad_freqtime, broad_freq, broad_filtered)\n",
" narrow = (narrow_freqtime, narrow_freq, narrow_filtered)\n",
"\n",
" return original, broad, narrow\n",
"\n",
"def plot(original, broad, narrow, axs):\n",
"\n",
" axs[0].plot(original[0]*1000, original[1], label='chirp trace', color=ps.gblue1)\n",
" axs[0].plot(broad[0]*1000, broad[1], label='broad filtered', color=ps.gblue2)\n",
" axs[0].plot(narrow[0]*1000, narrow[1], label='narrow filtered', color=ps.gblue3)\n",
" axs[1].plot(original[0]*1000, original[2], label='unfiltered', color=ps.gblue1)\n",
" axs[1].plot(original[0]*1000, broad[2], label='broad filtered', color=ps.gblue2)\n",
" axs[1].plot(original[0]*1000, narrow[2], label='narrow filtered', color=ps.gblue3)\n",
"\n",
"original, broad, narrow = filtered_chirp(600, 100, 0.02, 1, 0.1, 0)\n",
"fig, axs = plt.subplots(2, 1, figsize=(10, 5), sharex=True)\n",
"plot(original, broad, narrow, axs)\n",
"fig.align_labels()\n",
"plt.show()"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"## Chirp size\n",
"now that we have established an easy way to simulate and plot the chirps, lets change the chirp size and see how the narrow-filtered instantaneous frequency changes."
]
},
{
"cell_type": "code",
"execution_count": 41,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"size 10 Hz; Integral 0.1168\n",
"size 20 Hz; Integral 0.2336\n",
"size 30 Hz; Integral 0.3504\n",
"size 40 Hz; Integral 0.4672\n",
"size 50 Hz; Integral 0.584\n",
"size 60 Hz; Integral 0.7008\n",
"size 70 Hz; Integral 0.8176\n",
"size 80 Hz; Integral 0.9345\n",
"size 90 Hz; Integral 1.0513\n",
"size 100 Hz; Integral 1.1681\n",
"size 110 Hz; Integral 1.2849\n",
"size 120 Hz; Integral 1.4017\n",
"size 130 Hz; Integral 1.5185\n",
"size 140 Hz; Integral 1.6353\n",
"size 150 Hz; Integral 1.7521\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1417.32x629.921 with 30 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"sizes = np.arange(10, 160, 10)\n",
"fig, axs = plt.subplots(2, len(sizes), figsize=(36*ps.cm, 16*ps.cm))\n",
"integrals = []\n",
"\n",
"for i, size in enumerate(sizes):\n",
" original, broad, narrow = filtered_chirp(600, size, 0.02, 1, 0.1, 0)\n",
"\n",
" integral = np.sum(original[1] - 600)/(20000)\n",
" integrals.append(integral)\n",
"\n",
" plot(original, broad, narrow, axs[:, i])\n",
"\n",
" axs[:, i][0].set_xlim(0.08*1000, 0.12*1000)\n",
" axs[:, i][0].set_ylim(550, 750)\n",
" axs[:, i][1].set_xlim(0.08*1000, 0.12*1000)\n",
" axs[:, i][1].set_ylim(-1, 1)\n",
"\n",
" axs[0, i].set_title(np.round(integral, 2))\n",
" print(f'size {size} Hz; Integral {np.round(integral, 4)}')\n",
"\n",
" # hide all x axes\n",
" for ax in axs[:, i]:\n",
" ax.set_xlabel('')\n",
" ax.set_xticks([])\n",
" ax.spines['bottom'].set_visible(False)\n",
"\n",
" # remove all but the firt y axis\n",
" if i != 0:\n",
" for ax in axs[:, i]:\n",
" ax.set_ylabel('')\n",
" ax.set_yticks([])\n",
" ax.spines['left'].set_visible(False)\n",
"\n",
"\n",
"fig.legend(handles=axs[0,0].get_lines(), loc='upper center', ncol=3)\n",
"axs[0,0].set_ylabel('frequency [Hz]')\n",
"axs[1,0].set_ylabel('amplitude [a.u.]')\n",
"fig.supxlabel('time [ms]')\n",
"fig.align_labels()\n",
"plt.savefig('../assets/width.svg')\n",
"plt.show()"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"## Chirp width"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"widths = np.arange(0.02, 0.08, 0.005)\n",
"fig, axs = plt.subplots(2, len(widths), figsize=(10, 5), sharex=True, sharey='row')\n",
"integrals = []\n",
"\n",
"for i, width in enumerate(widths):\n",
" if i > 9:\n",
" break\n",
"\n",
" original, broad, narrow = filtered_chirp(600, 100, width, 1, 0.1, 0)\n",
"\n",
" integral = np.sum(original[1]-600)/(20000)\n",
"\n",
" plot(original, broad, narrow, axs[:, i])\n",
" axs[:, i][0].set_xlim(0.06, 0.14)\n",
" axs[0, i].set_title(f'width {np.round(width, 2)} s')\n",
" print(f'width {width} s; Integral {np.round(integral, 3)}')\n",
" \n",
"fig.legend(handles=axs[0,0].get_lines(), loc='upper center', ncol=3)\n",
"axs[0,0].set_ylabel('frequency [Hz]')\n",
"axs[1,0].set_ylabel('amplitude [a.u.]')\n",
"fig.supxlabel('time [s]')\n",
"fig.align_labels()\n",
"plt.show()"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"## Chirp kurtosis"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"kurtosiss = np.arange(0, 20, 1.6)\n",
"fig, axs = plt.subplots(2, len(kurtosiss), figsize=(10, 5), sharex=True, sharey='row')\n",
"integrals = []\n",
"\n",
"for i, kurtosis in enumerate(kurtosiss):\n",
"\n",
" original, broad, narrow = filtered_chirp(600, 100, 0.02, kurtosis, 0.1, 0)\n",
"\n",
" integral = np.sum(original[1]-600)/(20000)\n",
"\n",
" plot(original, broad, narrow, axs[:, i])\n",
" axs[:, i][0].set_xlim(0.06, 0.14)\n",
" axs[0, i].set_title(f'kurt {np.round(kurtosis, 2)}')\n",
" print(f'kurt {kurtosis}; Integral {np.round(integral, 3)}')\n",
" \n",
"fig.legend(handles=axs[0,0].get_lines(), loc='upper center', ncol=3)\n",
"axs[0,0].set_ylabel('frequency [Hz]')\n",
"axs[1,0].set_ylabel('amplitude [a.u.]')\n",
"fig.supxlabel('time [s]')\n",
"fig.align_labels()\n",
"plt.show()"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"## Chirp contrast"
]
},
{
"cell_type": "code",
"execution_count": 37,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1000x500 with 30 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"contrasts = np.arange(0.0, 1.1, 0.1)\n",
"fig, axs = plt.subplots(2, len(sizes), figsize=(10, 5), sharex=True, sharey='row')\n",
"integrals = []\n",
"\n",
"for i, contrast in enumerate(contrasts):\n",
" if i > 9:\n",
" break\n",
" original, broad, narrow = filtered_chirp(600, 100, 0.02, 1, contrast, 0)\n",
"\n",
" integral = np.trapz(original[2], original[0])\n",
" integrals.append(integral)\n",
"\n",
" plot(original, broad, narrow, axs[:, i])\n",
" # axs[:, i][0].set_xlim(0.06, 0.14)\n",
" axs[0, i].set_title(f'contr {np.round(contrast, 2)}')\n",
" \n",
"fig.legend(handles=axs[0,0].get_lines(), loc='upper center', ncol=3)\n",
"axs[0,0].set_ylabel('frequency [Hz]')\n",
"axs[1,0].set_ylabel('amplitude [a.u.]')\n",
"fig.supxlabel('time [s]')\n",
"fig.align_labels()\n",
"plt.show()"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"## Chirp phase "
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"phases = np.arange(0.0, 2 * np.pi, 0.2)\n",
"fig, axs = plt.subplots(2, len(sizes), figsize=(10, 5), sharex=True, sharey='row')\n",
"integrals = []\n",
"for i, phase in enumerate(phases):\n",
" if i > 9:\n",
" break\n",
"\n",
" original, broad, narrow = filtered_chirp(600, 100, 0.02, 1, 0.1, phase)\n",
"\n",
" integral = np.trapz(original[2], original[0])\n",
" integrals.append(integral)\n",
"\n",
" plot(original, broad, narrow, axs[:, i])\n",
" # axs[:, i][0].set_xlim(0.06, 0.14)\n",
" axs[0, i].set_title(f'phase {np.round(phase, 2)}')\n",
"\n",
" \n",
"fig.legend(handles=axs[0,0].get_lines(), loc='upper center', ncol=3)\n",
"axs[0,0].set_ylabel('frequency [Hz]')\n",
"axs[1,0].set_ylabel('amplitude [a.u.]')\n",
"fig.supxlabel('time [s]')\n",
"fig.align_labels()\n",
"plt.show()"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"These experiments show, that the narrow filtered instantaneous freuqency only switches its sign, when the integral of the instantaneous frequency (that was used to make the signal)\n",
"changes. Specifically, when the instantaneous frequency is 0.57, 1.57, 2.57 etc., the sign swithes. "
]
}
],
"metadata": {
"kernelspec": {
"display_name": "chirpdetection",
"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": "3.11.2"
},
"orig_nbformat": 4
},
"nbformat": 4,
"nbformat_minor": 2
}