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@AndrewDDavis
Created November 10, 2020 09:03
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Signal Sampling and Filtering Considerations
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Signal Sampling and Filtering Considerations\n",
"\n",
"## Frequency resolution\n",
"\n",
"What happens to frequencies below the frequency resolution dictated by the data acquistion duration?"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"# %matplotlib widget\n",
"\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"from scipy import signal\n",
"\n",
"# Setup\n",
"np.random.seed(seed=12345)\n",
"twopi = 2*np.pi\n",
"\n",
"# Define a mixture of signals sampled at 100 Hz for 10 min\n",
"fs = 100 # Hz\n",
"t_dur = 10*60 # sec\n",
"x = np.arange(0, t_dur, 1/fs)\n",
"N = len(x)\n",
"\n",
"# Start with a uniform offset\n",
"y = 50*np.ones(N)\n",
"\n",
"# Add a bit of uniform background noise\n",
"y += 10*(2*np.random.uniform(size=N) - 1)\n",
"\n",
"# And a bit of brown/red noise\n",
"y += 0.05*np.cumsum(2*np.random.uniform(size=N) - 1)"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"def est_spec(s, fs, est_method='periodogram', dt_method=False, sc_method='spectrum'):\n",
" \"\"\"Estimate power spectrum of signal\n",
" \n",
" - periodogram used by default; other option is 'welch'\n",
" - no detrending by default; other options are 'constant' and 'linear'\n",
" \n",
" Returns array of frequencies and estimated PSD in linear scaled RMS values\n",
" \"\"\"\n",
" \n",
" # Estimate spectrum, units of V**2\n",
" # alternative is 'density', with units of V**2/Hz, i.e. normalized by the sampling rate\n",
" if est_method == 'periodogram':\n",
" f, Pxx = signal.periodogram(s, fs, detrend=dt_method,\n",
" scaling=sc_method, return_onesided=True)\n",
" elif est_method == 'welch':\n",
" # nperseg set to 4 min of data by default, as a compromise btw temporal and freq resolution\n",
" # overlap is kept at scipy's default of nperseg/2\n",
" t_seg = 240\n",
" nperseg = t_seg*fs\n",
" \n",
" f, Pxx = signal.welch(s, fs, detrend=dt_method, nperseg=nperseg,\n",
" scaling=sc_method, return_onesided=True)\n",
"\n",
" if sc_method == 'spectrum':\n",
" Pxx = np.sqrt(Pxx) # V_RMS\n",
" \n",
" return f, Pxx\n",
"\n",
" \n",
"def amp2rms(a):\n",
" \"\"\"Accepts list of amplitude values (V_max), returns equivalent list of RMS Values.\"\"\"\n",
" \n",
" a = np.array(a)*np.sqrt(2)/2\n",
" \n",
" return list(a)\n",
"\n",
"def rms2amp(a):\n",
" \"\"\"Accepts list of RMS Values, returns equivalent list of amplitude values (V_max).\"\"\"\n",
" \n",
" a = np.array(a)*np.sqrt(2)\n",
" \n",
" return list(a)\n",
"\n",
" \n",
"def plt_sigspec(s, f, Pxx, title, f_list=None, a_list=None, spec_only=False, spec_lab='pgram', sc_method='spectrum'):\n",
" \"\"\"Plot a portion of the signal and the estimated spectrum at\n",
" various zoom levels to visualize aliasing, interpolation, etc.\n",
" \"\"\"\n",
"\n",
" if spec_only:\n",
" nrows = 1\n",
" figsize = [8, 3.5]\n",
" else:\n",
" nrows = 2\n",
" figsize = [8, 6]\n",
" \n",
" # %matplotlib widget\n",
" fig = plt.figure(figsize=figsize, dpi=96, constrained_layout=True)\n",
" \n",
" gs = fig.add_gridspec(nrows, 3)\n",
" \n",
" if not spec_only:\n",
" # Plot Signal\n",
" ax1 = fig.add_subplot(gs[0, :])\n",
" \n",
" ax1.plot(x[0:2500], s[0:2500], label='signal')\n",
" \n",
" ax1.set_xlabel('Time (s)')\n",
" ax1.set_ylabel('Signal')\n",
" \n",
" # Plot spectrum at 3 zoom levels\n",
" axf1 = fig.add_subplot(gs[-1, 0])\n",
" axf2 = fig.add_subplot(gs[-1, 1], sharey=axf1)\n",
" axf3 = fig.add_subplot(gs[-1, 2], sharey=axf1)\n",
"\n",
" if sc_method == 'spectrum':\n",
" axf1.set_ylabel('Linear spectrum [V RMS]')\n",
" elif sc_method == 'density':\n",
" axf1.set_ylabel('PSD [V**2/Hz]')\n",
" a_list = [(v*fs/4)**2 for v in a_list] # normalizition is a guess\n",
" \n",
" for ax in axf1, axf2, axf3:\n",
" ax.semilogy(f, Pxx, label=spec_lab)\n",
"\n",
" if f_list is not None:\n",
" # Plot peak locations\n",
" ax.plot(f_list, a_list, 'ro', mfc='none', alpha=0.5)\n",
"\n",
" axf1.set_xlabel('frequency [Hz]')\n",
" axf2.set_xlabel('frequency [Hz]')\n",
" axf3.set_xlabel('frequency [Hz]')\n",
"\n",
" y1, y2 = axf1.get_ylim()\n",
" axf1.set_ylim([1e-2, y2])\n",
"\n",
" axf2.set_xlim([0, 1.2])\n",
" axf3.set_xlim([0, 0.03])\n",
"\n",
" fig.suptitle(title)\n",
" \n",
" return fig"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### A few signals of interest within the sampling range"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
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\n",
"text/plain": [
"<Figure size 768x576 with 4 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# signals of interest within the sampling range: 1 Hz, 0.1 Hz, 0.01 Hz with decreasing magnitude\n",
"f1_list = [1, 0.1, 0.01] # Hz\n",
"a1_rms = [8, 4, 2]\n",
"a1_list = rms2amp(a1_rms)\n",
"\n",
"y1 = y.copy()\n",
"\n",
"for f, a in zip(f1_list, a1_list):\n",
" phi = twopi*np.random.uniform() # random phase\n",
" \n",
" y1 += a*np.sin(twopi*f*(x - phi))\n",
"\n",
"# Estimate linear spectrum using periodogram\n",
"# frequency resolution will be 1/10min = 0.00167 Hz\n",
"f1, Pxx1 = est_spec(y1, fs)\n",
" \n",
"fig = plt_sigspec(y1, f1, Pxx1, 'Original Data',\n",
" f_list=f1_list, a_list=a1_rms)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Various methods of spectral estimation"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 768x576 with 4 Axes>"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Now estimate the spectrum using mean subtraction\n",
"f1c, Pxx1c = est_spec(y1, fs, dt_method='constant')\n",
"\n",
"# Linear detrending\n",
"f1l, Pxx1l = est_spec(y1, fs, dt_method='linear')\n",
"\n",
"# Welch's method\n",
"# frequency resolution will be 1/4min = 0.00417 Hz\n",
"f1w, Pxx1w = est_spec(y1, fs, est_method='welch')\n",
"\n",
"# And Welch + linear\n",
"f1wl, Pxx1wl = est_spec(y1, fs, dt_method='linear', est_method='welch')\n",
"\n",
"# Also estimate the spectrum of the noise only (several ways)\n",
"f0, Pxx0 = est_spec(y, fs)\n",
"f0w, Pxx0w = est_spec(y, fs, est_method='welch')\n",
"f0wc, Pxx0wc = est_spec(y, fs, dt_method='constant', est_method='welch')\n",
"f0wl, Pxx0wl = est_spec(y, fs, dt_method='linear', est_method='welch')\n",
"\n",
"# add plots to axes\n",
"axes_list = fig.get_axes()\n",
"for ax in axes_list[1:]:\n",
" ax.semilogy(f1c, Pxx1c, label='cnstnt', ls='-.')\n",
" ax.semilogy(f1l, Pxx1l, label='linear', ls=':')\n",
" ax.semilogy(f1w, Pxx1w, label='welch', ls='--')\n",
" ax.semilogy(f1wl, Pxx1wl, label='wl+lin', ls=':')\n",
" \n",
" ax.semilogy(f0, Pxx0, label='noise', ls=':')\n",
" ax.semilogy(f0w, Pxx0w, label='ns_w', ls='--')\n",
" ax.semilogy(f0wc, Pxx0wc, label='ns_wc', ls='-.')\n",
" ax.semilogy(f0wl, Pxx0wl, label='ns_wl', ls=':')\n",
"\n",
"_ = axes_list[1].legend()\n",
"\n",
"fig"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Notes\n",
"\n",
"- Mean-subtraction (constant) detrending affects only the f=0 spectral point, leaving the rest of the spectrum untouched; at least this, if not linear, seems necessary to avoid bias when using Welch's method\n",
"- Linear detrending has subtle effects across the (low-freq) spectrum, but mostly tends to decrease the spectral estimation of the first two points (f=0 and f=1/t_duration); estimation of the f=0.01 (about the 6th spectral point) peak was preserved.\n",
"- Welch's method produces a smoother spectrum, and the peak estimates are more or less identical, though of course the frequency resolution is lower; however, the baseline of the spectrum is higher, so the peaks are less prominent; and the low-freq peak is no longer obvious because of higher low-freq noise in this case.\n",
"- Using the constant or linear detrending method does not nullify f=0 when using Welch's method -- presumably the detrending is done to the full signal, not to each segment. \n",
"- Noise spectrum is effectively smoothed in the low-freq by the linear detrending option"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Adding signal above the Nyquist limit"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 768x576 with 4 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# add a signal of interest above sampling range, e.g. 99.25 Hz\n",
"f_new = 99.25\n",
"f2_list = f1_list + [f_new]\n",
"\n",
"a2_rms = a1_rms + [4]\n",
"a2_list = rms2amp(a2_rms)\n",
"\n",
"a = a2_list[-1]\n",
"\n",
"y2 = y1.copy()\n",
"\n",
"phi = twopi*np.random.uniform() # random phase\n",
"\n",
"y2 += a*np.sin(twopi*f_new*(x - phi))\n",
"\n",
"f2, Pxx2 = est_spec(y2, fs)\n",
"\n",
"_ = plt_sigspec(y2, f2, Pxx2, str(f_new) + ' Alias', f_list=f2_list, a_list=a2_rms)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Adding signal below the frequency resolution"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 768x576 with 4 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Instead add signal of interest below sampling range\n",
"f_new = 0.003\n",
"f3_list = f1_list + [f_new]\n",
"\n",
"a3_rms = a1_rms + [4]\n",
"a3_list = rms2amp(a3_rms)\n",
"\n",
"a = a3_list[-1]\n",
"\n",
"y3 = y1.copy()\n",
"\n",
"phi = twopi*np.random.uniform() # random phase\n",
"\n",
"y3 += a*np.sin(twopi*f_new*(x - phi))\n",
" \n",
"f3, Pxx3 = est_spec(y3, fs)\n",
"\n",
"fig = plt_sigspec(y3, f3, Pxx3, f'{f_new} Hz Added',\n",
" f_list=f3_list, a_list=a3_rms)"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 768x576 with 4 Axes>"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# linear detrending\n",
"f3l, Pxx3l = est_spec(y3, fs, dt_method='linear')\n",
"\n",
"# Welch + constant\n",
"f3wc, Pxx3wc = est_spec(y3, fs, dt_method='constant', est_method='welch')\n",
"\n",
"# finally, Welch's method with linear detrending\n",
"f3wl, Pxx3wl = est_spec(y3, fs, dt_method='linear', est_method='welch')\n",
"\n",
"axes_list = fig.get_axes()\n",
"for ax in axes_list[1:]:\n",
" ax.semilogy(f3l, Pxx3l, label='linear', ls='--')\n",
" ax.semilogy(f3wc, Pxx3wc, label='w+con', ls=':')\n",
" ax.semilogy(f3wl, Pxx3wl, label='w+lin', ls='--')\n",
" \n",
" # plot noise-only\n",
" ax.semilogy(f0, Pxx0, label='noise', ls=':')\n",
" ax.semilogy(f0wc, Pxx0wc, label='ns_wc', ls='--')\n",
"\n",
"_ = axes_list[1].legend()\n",
"\n",
"fig"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Notes\n",
"\n",
"- When low-freq signal is added below the freq resolution, its power is added in the usual weighted average fashion to f=0 and the first non-zero spectrum point; estimation trouble can happen if the new signal is not in phase with what's already there.\n",
"- Both the periodogram and Welch method basically identified the very-low-freq peak\n",
"- Linear detrending spoiled estimation of the very-low-freq peak for both periodogram and Welch methods\n",
"- When a large DC offset is included, constant detrending is very important for Welch's method\n",
"- With 10 min of sampling at 100 Hz, the linear detrending strategy appears ideal for picking peaks out from the background down to 0.003 Hz (i.e., VLF band)."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Filtering"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 768x576 with 4 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Now try bandpass filter of the signal with various low-freq cutoffs\n",
"c_list = [0.005, 0.0025, 0.001, 0.0005]\n",
"y4s = []\n",
"for c in c_list:\n",
" # filt_cutoff = [c, 10.] # in Hz\n",
" # sos = signal.butter(2, filt_cutoff, btype='bandpass', output='sos', fs=fs) # 2nd order butterworth lowpass filter\n",
" sos = signal.butter(2, c, btype='highpass', output='sos', fs=fs)\n",
" y4s.append(signal.sosfiltfilt(sos, y3))\n",
"\n",
"y4 = y4s[0]\n",
"\n",
"f4, Pxx4 = est_spec(y4, fs)\n",
"\n",
"fig = plt_sigspec(y4, f4, Pxx4, f'{f_new} Hz Added, BP Filtered',\n",
" f_list=f3_list, a_list=a3_rms, spec_lab='filt1')\n",
"\n",
"axes_list = fig.get_axes()\n",
"\n",
"for i, y4 in enumerate(y4s[1:]):\n",
" f4, Pxx4 = est_spec(y4, fs)\n",
" \n",
" for ax in axes_list[1:]:\n",
" ax.semilogy(f4, Pxx4, label=f'filt{i+2}', ls='--')\n",
"\n",
"_ = axes_list[1].legend()"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 768x576 with 4 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Show the c=0.0025 Hz results with different estimation options\n",
"# filt_cutoff = [0.0025, fs/2-1/fs] # in Hz\n",
"# sos = signal.butter(2, filt_cutoff, btype='bandpass', output='sos', fs=fs) # 2nd order butterworth lowpass filter\n",
"c = 0.001\n",
"sos = signal.butter(2, c, btype='highpass', output='sos', fs=fs) # 2nd order butterworth lowpass filter\n",
"y4 = signal.sosfiltfilt(sos, y3)\n",
"\n",
"f4, Pxx4 = est_spec(y4, fs)\n",
"\n",
"fig = plt_sigspec(y4, f4, Pxx4, f'{f_new} Hz Added, Filt3',\n",
" f_list=f3_list, a_list=a3_rms, spec_lab='filt3')\n",
"\n",
"# linear detrending\n",
"f4l, Pxx4l = est_spec(y4, fs, dt_method='linear')\n",
"\n",
"# Welch + constant\n",
"f4w, Pxx4w = est_spec(y4, fs, dt_method='constant', est_method='welch')\n",
"\n",
"# Welch + linear detrending\n",
"f4wl, Pxx4wl = est_spec(y4, fs, dt_method='linear', est_method='welch')\n",
"\n",
"axes_list = fig.get_axes()\n",
"for ax in axes_list[1:]:\n",
" ax.semilogy(f4l, Pxx4l, label='f_lin', ls=':')\n",
" ax.semilogy(f4w, Pxx4w, label='f_w+c', ls='--')\n",
" ax.semilogy(f4wl, Pxx4wl, label='f_w+l', ls='--')\n",
" \n",
"_ = axes_list[1].legend()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Notes\n",
"\n",
"- filtering with [0.005, 4.] drastically reduced the peak, even at 0.01\n",
"- for a peak at 0.003, filtering cutoff of 0.001 was acceptable\n",
"- for my application, it seems linear detrending provides acceptable results and is simple and stable."
]
}
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