From 2809c7d4634c536b04b1d406fb2e0759c9867c39 Mon Sep 17 00:00:00 2001 From: Eric Teunis de Boone Date: Fri, 5 Aug 2022 18:09:47 +0200 Subject: [PATCH] Lib: def beacon_sync_figure --- lib/plotting.py | 86 +++++++++++++++++ simulations/08_beacon_sync.ipynb | 159 ++++++++++++++++++++----------- 2 files changed, 187 insertions(+), 58 deletions(-) diff --git a/lib/plotting.py b/lib/plotting.py index 25831ce..a8d5732 100644 --- a/lib/plotting.py +++ b/lib/plotting.py @@ -2,6 +2,9 @@ Routines to assist in plotting """ +import matplotlib.pyplot as plt +import numpy as np + def annotate_width(ax, name, x1, x2, y, text_kw={}, arrow_kw={}): default_arrow_kw = dict( xy = (x1, y), @@ -23,3 +26,86 @@ def annotate_width(ax, name, x1, x2, y, text_kw={}, arrow_kw={}): an2 = ax.annotate(name, **{**default_text_kw, **text_kw}) return [an1, an2] + + +def beacon_sync_figure( + time, impulses, beacons, + delta_t=0, + beacon_offsets=[], + impulse_offsets=[], + f_beacon=1, + colors=['y','g'], + show_annotations=False, + multiplier_name = ['m','n'], + fig_kwargs = {'figsize': (12,4)}, + ns=1e-3 +): + if not hasattr(delta_t, "__len__"): + delta_t = np.repeat(delta_t, 2) + + N_axes = 2 + if show_annotations: + N_axes += 1 + + fig, axes = plt.subplots(N_axes,1, sharex=True, **fig_kwargs) + axes[-1].set_xlabel("Time [ns]") + for i in range(0, 2): + axes[i].set_yticks([],[]) + axes[i].set_ylabel("Antenna {:d}".format(i+1)) + axes[i].plot((time-delta_t[i])/ns, impulses[i]) + axes[i].plot((time-delta_t[i])/ns, beacons[i], marker='.') + + + # indicate timing of pulses + for i, impulse_offset in enumerate(impulse_offsets): + kwargs = dict(color=colors[i]) + + axes_list = [axes[i]] + if show_annotations: + axes_list.append(axes[-1]) + + [ax.axvline((impulse_offset-delta_t[i])/ns, **kwargs) for ax in axes_list] + + + # indicate timing of beacon + for i, beacon_offset in enumerate(beacon_offsets): + kwargs = dict(color=colors[i], ls=(0, (3,2))) + tick_kwargs = dict(color='k', alpha=0.2) + + axes_list = [axes[i]] + if show_annotations: + axes_list.append(axes[-1]) + + + # indicate every period of the beacon + beacon_ticks = beacon_offset + [(n)*1/f_beacon for n in range(1+int((time[-1] - time[0]) * f_beacon))] + + [axes[i].axvline((tick-delta_t[i])/ns, **{**kwargs, **tick_kwargs}) for tick in beacon_ticks] + + # reference period in beacon + # is the first tick > 0 + ref_tick = beacon_ticks[0] + [ax.axvline((ref_tick-delta_t[i])/ns, **kwargs) for ax in axes_list] + + if show_annotations: + # annotate width between impulse and closest beacon tick + # and closest beacon tick and reference tick + closest_beacon_tick_id = np.argmin(np.abs(beacon_ticks-impulse_offsets[i])) + if closest_beacon_tick_id != 0 and beacon_ticks[closest_beacon_tick_id] > impulse_offsets[i]: + closest_beacon_tick_id -= 1 + closest_beacon_tick = beacon_ticks[closest_beacon_tick_id] + + annotate_width(axes[i], f"$A_{i+1}$", (closest_beacon_tick - delta_t[i])/ns, (impulse_offsets[i]-delta_t[i])/ns, 0.7) + annotate_width(axes[i], f"$B_{i+1}={multiplier_name[i]}T$", (closest_beacon_tick-delta_t[i])/ns, (ref_tick-delta_t[i])/ns, 0.4) + + + if show_annotations: + axes[-1].set_yticks([],[]) + + # annotate width between beacon reference periods + annotate_width(axes[-1], "$t_\phi$", (beacon_offsets[0]-delta_t[0])/ns, (beacon_offsets[-1]-delta_t[-1])/ns, 0.4) + + # annotate width between pulses + annotate_width(axes[-1], "$\Delta t$", (impulse_offsets[0]-delta_t[0])/ns, (impulse_offsets[-1]-delta_t[-1])/ns, 0.4) + + return fig, axes diff --git a/simulations/08_beacon_sync.ipynb b/simulations/08_beacon_sync.ipynb index 1458dc4..092235c 100644 --- a/simulations/08_beacon_sync.ipynb +++ b/simulations/08_beacon_sync.ipynb @@ -43,9 +43,9 @@ "Beacon initial [idx]: 2.2\n", "Beacon difference [ns]: 8.571428571428571\n", "Beacon difference [phase]: 3.7699111843077517\n", - "Impulse offsets [ns]: [ 76. 164.]\n", - "Time difference Impulses [ns]: 88.0\n", - "Time difference Impulses [T]: 6.160000000000001\n" + "Impulse offsets [ns]: [ 64. 178.]\n", + "Time difference Impulses [ns]: 113.99999999999999\n", + "Time difference Impulses [T]: 7.9799999999999995\n" ] } ], @@ -83,11 +83,11 @@ " (0.3*len(time),0.4*len(time)),\n", " (0.5*len(time),0.9*len(time)),\n", " ]# random offsets in interval\n", - "if not True:\n", + "if True:\n", " # freeze impulses\n", " impulses_def_offsets = [\n", - " 0.072*samplerate,\n", - " 0.168*samplerate \n", + " 0.064*samplerate,\n", + " 0.178*samplerate \n", " ]\n", " \n", "for i in range(2):\n", @@ -99,6 +99,7 @@ " offset = impulses_def_offsets[i]\n", " orig_imp, imp_offset = deltapeak(timelength, samplerate, offset=offset, peaklength=1)\n", "\n", + " orig_imp[imp_offset] = 0.1\n", " ## Bandpass it\n", " imp, _ = fft_bandpass(orig_imp, band, samplerate)\n", " imp /= np.max(imp)\n", @@ -135,7 +136,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] @@ -248,12 +249,12 @@ "name": "stdout", "output_type": "stream", "text": [ - "\\Delta t = 88.0ns\n", - "\\Delta A = -8.000000000000007ns\n", + "\\Delta t = 113.99999999999999ns\n", + "\\Delta A = -5.428571428571415ns\n", "t_phi = 8.571428571428573ns\n", - "B_1 = 71.42857142857142ns = 5.0T\n", - "B_2 = 142.85714285714283ns = 10.0T\n", - "kT = 71.42857142857142ns = 5.0T\n" + "B_1 = 57.14285714285714ns = 4.0T\n", + "B_2 = 157.14285714285714ns = 11.0T\n", + "kT = 100.0ns = 7.0T\n" ] } ], @@ -278,7 +279,7 @@ "\\Delta t = (A_2 + B_2) - (A_1 + B_1) + t_\\phi\\\\\n", "\\quad = (A_2 - A_1) + (B_2 - B_1) + t_\\phi\\\\\n", "\\quad = (A_2 - A_1) + (nT - mT) + t_\\phi\\\\\n", - "\\quad = \\Delta A + (kT) + t_\\phi\n", + "\\quad = \\Delta A + t_\\phi + (kT) \n", "$\n", "\n", ", where $\\Delta A < T$ and $k \\in \\mathbb{Z}$ and $t_\\phi$ is minimisable by synchronising the beacons.\n", @@ -290,46 +291,18 @@ "cell_type": "code", "execution_count": 6, "metadata": {}, - "outputs": [], - "source": [ - "def find_beacon_integer_period_sum(samplerate, f_beacon, ref_impulse, impulse, k_step=1):\n", - " max_k = int( len(ref_impulse)*f_beacon/samplerate )\n", - " ks = np.arange(-max_k/2, max_k/2, step=k_step)\n", - " \n", - " maxima = np.empty(len(ks))\n", - " \n", - " best_i = 0\n", - " \n", - " for i,k in enumerate(ks, 0):\n", - " augmented_impulse = time_roll(impulse, samplerate, k/f_beacon)\n", - " \n", - " maxima[i] = max(ref_impulse + augmented_impulse)\n", - " \n", - " if maxima[i] > maxima[best_i]:\n", - " best_i = i\n", - " \n", - " return ks[best_i], (ks, maxima)\n", - "\n", - "def find_beacon_integer_period(samplerate, f_beacon, ref_impulse, impulse, k_step=1):\n", - " return find_beacon_integer_period_sum(samplerate, f_beacon, ref_impulse, impulse, k_step=k_step)" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Best k: -5\n", - "Maximum: 2.0\n" + "Best k: -3\n", + "Maximum: 1.1066105586006074\n" ] }, { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -350,10 +323,11 @@ " # $t_\\phi$ offset\n", " my_impulse = time_roll(my_impulse, samplerate, -t_phi)\n", "\n", + "if not True:\n", " # $\\Delta A$ offset\n", " my_impulse = time_roll(my_impulse, samplerate, +Delta_A)\n", "\n", - "best_k, (ks, maxima) = find_beacon_integer_period(samplerate, f_beacon, ref_impulse, my_impulse)\n", + "best_k, (ks, maxima) = beacon_integer_period(samplerate, f_beacon, ref_impulse, my_impulse)\n", "print(\"Best k: {:0g}\".format(best_k))\n", "print(\"Maximum: {}\".format(maxima[np.where(ks == best_k)][0]))\n", "\n", @@ -363,7 +337,7 @@ "if not hasattr(axes, 'ndim'):\n", " axes = [axes]\n", "\n", - "axes[0].set_title(\"Sum of impulses with $kT$ offsets. Best offset: ${:.0f}*T$\".format(best_k))\n", + "axes[0].set_title(\"Coherent sum of impulses with $kT$ offsets.\\nBest offset: ${:.0f}*T$\".format(best_k))\n", "axes[-1].set_xlabel(\"Time [ns]\")\n", "\n", "if not True:\n", @@ -414,7 +388,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 7, "metadata": {}, "outputs": [ { @@ -441,7 +415,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 8, "metadata": {}, "outputs": [ { @@ -509,7 +483,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 9, "metadata": {}, "outputs": [], "source": [ @@ -531,18 +505,18 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Δ𝐴 = [0. 8.]\n", - "B = kT = [0. 5.]T\n", + "Δ𝐴 = [0. 5.42857143]\n", + "B = kT = [0. 7.]T\n", "𝑡𝜙 = [0. 8.57142857]\n", - "Δt = 0.08800000000000001\n", - "Preset Δt = 0.08800000000000001\n" + "Δt = 0.114\n", + "Preset Δt = 0.11399999999999999\n" ] } ], @@ -560,11 +534,80 @@ ] }, { - "cell_type": "code", - "execution_count": null, + "cell_type": "markdown", "metadata": {}, - "outputs": [], - "source": [] + "source": [ + "##### 1.3.1 Beacon Synced traces" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, axes = beacon_sync_figure(\n", + " time, impulses, beacons,\n", + " delta_t = t_phi,\n", + " beacon_offsets = phase2time(beacon_init_phase, f_beacon) + t_phi,\n", + " impulse_offsets = impulses_offsets,\n", + " f_beacon = f_beacon,\n", + " show_annotations = True\n", + ")\n", + "axes[0].set_title(\"Beacons synchronised\")\n", + "fig.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "##### 1.3.2 Beacon Synced and Period Alignment" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, axes = beacon_sync_figure(\n", + " time, impulses, beacons,\n", + " delta_t = (B + [0,-0])/f_beacon + t_phi,\n", + " beacon_offsets = phase2time(beacon_init_phase, f_beacon) + t_phi,\n", + " impulse_offsets = impulses_offsets,\n", + " f_beacon = f_beacon,\n", + " show_annotations = True\n", + ")\n", + "axes[0].set_title(\"Beacons synchronised, best integer period alignment\")\n", + "fig.show()" + ] } ], "metadata": {