diff --git a/lib/timing.py b/lib/timing.py index 02cf7c7..f0c6f19 100644 --- a/lib/timing.py +++ b/lib/timing.py @@ -95,12 +95,21 @@ if not hasattr(signal, 'correlation_lags'): ##### end of monkey patch correlation_lags def beacon_time_delay(samplerate, ref_beacon, beacon): + """ + Determine the time delay between two beacons using correlation. + + """ grid = correlation_grid(in1_len=len(ref_beacon), in2_len=len(beacon), mode='full') time_lag, errs = lag_gridsearch(grid, samplerate, ref_beacon, beacon) return time_lag, errs def beacon_phase_delay(samplerate, f_beacon, ref_beacon, beacon): + """ + Determine total phase delay between two beacons using correlation. + + Internally uses beacon_time_delay. + """ time_delay, errs = beacon_time_delay(samplerate, ref_beacon, beacon) phase = 2*np.pi*f_beacon*time_delay @@ -108,6 +117,32 @@ def beacon_phase_delay(samplerate, f_beacon, ref_beacon, beacon): return phase, phase_err +def beacon_integer_period(samplerate, f_beacon, ref_impulse, impulse, k_step=1): + return _beacon_integer_period_sum(samplerate, f_beacon, ref_impulse, impulse, k_step=k_step) + +def _beacon_integer_period_sum(samplerate, f_beacon, ref_impulse, impulse, k_step=1): + """ + Use the maximum of a coherent sum to determine + the best number of periods of f_beacon. + """ + max_k = int( len(ref_impulse)*f_beacon/samplerate ) + ks = np.arange(0, max_k, step=k_step) + + maxima = np.empty(len(ks)) + + best_i = 0 + + for i,k in enumerate(ks, 0): + augmented_impulse = util.time_roll(impulse, samplerate, k/f_beacon) + + maxima[i] = max(ref_impulse + augmented_impulse) + + if maxima[i] > maxima[best_i]: + best_i = i + + return ks[best_i], (ks, maxima) + + def lag_gridsearch(grid, sample_rate, reference, signal_data): """ Return the best time shift found when doing a grid search. diff --git a/simulations/08_beacon_sync.ipynb b/simulations/08_beacon_sync.ipynb index 092235c..b1d1f68 100644 --- a/simulations/08_beacon_sync.ipynb +++ b/simulations/08_beacon_sync.ipynb @@ -296,13 +296,13 @@ "name": "stdout", "output_type": "stream", "text": [ - "Best k: -3\n", - "Maximum: 1.1066105586006074\n" + "Best k: 7\n", + "Maximum: 2.0\n" ] }, { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -323,7 +323,7 @@ " # $t_\\phi$ offset\n", " my_impulse = time_roll(my_impulse, samplerate, -t_phi)\n", "\n", - "if not True:\n", + "if True:\n", " # $\\Delta A$ offset\n", " my_impulse = time_roll(my_impulse, samplerate, +Delta_A)\n", "\n", @@ -376,7 +376,8 @@ "## 1. Solve it\n", "\n", " 1. Find $t_\\phi$\n", - " 2. Find $\\Delta A$, and $kT$" + " 2. Find $\\Delta A$\n", + " 3. Find $kT$" ] }, { @@ -476,78 +477,17 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "##### 1.2 Impulse delays ($\\Delta A, kT$)\n", - "\n", - "Find the delay within a single beacon period" + "##### 1.1.2 Beacon Synced traces" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, - "outputs": [], - "source": [ - "impulse_max_time = np.argmax(impulses, axis=1) /samplerate\n", - "impulse_time_in_periods = np.array((impulse_max_time - t_phi)*f_beacon)\n", - "B, A = np.divmod(impulse_time_in_periods, 1)\n", - "\n", - "# subtract the reference beacon's value to obtain time differences\n", - "A -= A[0]\n", - "B -= B[0]" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### 1.3 Total Time delay" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Δ𝐴 = [0. 5.42857143]\n", - "B = kT = [0. 7.]T\n", - "𝑡𝜙 = [0. 8.57142857]\n", - "Δt = 0.114\n", - "Preset Δt = 0.11399999999999999\n" - ] - } - ], - "source": [ - "print(\"Δ𝐴 = {}\".format(A /f_beacon/ns))\n", - "print(\"B = kT = {}T\".format(B))\n", - "print(\"𝑡𝜙 = {}\".format(t_phi/ns))\n", - "\n", - "\n", - "delta_t = A/f_beacon + B/f_beacon + t_phi\n", - "\n", - "print(\"Δt = {}\".format(delta_t[1]))\n", - "\n", - "print(\"Preset Δt = {}\".format(impulses_offsets[1,0]-impulses_offsets[0,0]))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "##### 1.3.1 Beacon Synced traces" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] @@ -575,17 +515,131 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "##### 1.3.2 Beacon Synced and Period Alignment" + "##### 1.2 Impulse delays ($\\Delta A, kT$)\n", + "\n", + "###### 1.2.1 $\\Delta A$\n", + "Find the delay within a single beacon period" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[0. 7.]\n" + ] + } + ], + "source": [ + "impulse_max_time = np.argmax(impulses, axis=1) /samplerate\n", + "impulse_time_in_periods = np.array((impulse_max_time - t_phi)*f_beacon)\n", + "someB, A = np.divmod(impulse_time_in_periods, 1)\n", + "\n", + "# subtract the reference beacon's value to obtain time differences\n", + "A -= A[0]\n", + "someB -= someB[0]\n", + "\n", + "Delta_A = A[1:] - A[0]\n", + "print(someB)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "###### 1.2.2 $kT$\n", + "Find integer number of periods" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Best k: 8\n", + "Maximum: 2.0\n" + ] + } + ], + "source": [ + "ref_impulse = impulses[0]\n", + "my_impulse = impulses[1]\n", + "\n", + "# remove 'already determined' offsets\n", + "if True:\n", + " # $t_\\phi$ offset\n", + " my_impulse = time_roll(my_impulse, samplerate, -t_phi)\n", + "\n", + "if True:\n", + " # $\\Delta A$ offset\n", + " my_impulse = time_roll(my_impulse, samplerate, +Delta_A)\n", + "\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", + "B = np.array([ 0, best_k])\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 1.3 Total Time delay" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Δ𝐴 = [0. 5.42857143]\n", + "B = kT = [0 8]T\n", + "𝑡𝜙 = [0. 8.57142857]\n", + "Δt = 0.12828571428571425\n", + "Preset Δt = 0.11399999999999999\n" + ] + } + ], + "source": [ + "print(\"Δ𝐴 = {}\".format(A /f_beacon/ns))\n", + "print(\"B = kT = {}T\".format(B))\n", + "print(\"𝑡𝜙 = {}\".format(t_phi/ns))\n", + "\n", + "\n", + "delta_t = A/f_beacon + B/f_beacon + t_phi\n", + "\n", + "print(\"Δt = {}\".format(delta_t[1]))\n", + "\n", + "print(\"Preset Δt = {}\".format(impulses_offsets[1,0]-impulses_offsets[0,0]))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "##### 1.3.2 Beacon Synced and Period Alignment" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] @@ -605,7 +659,7 @@ " f_beacon = f_beacon,\n", " show_annotations = True\n", ")\n", - "axes[0].set_title(\"Beacons synchronised, best integer period alignment\")\n", + "axes[0].set_title(\"Beacons synchronised, Period alignment\")\n", "fig.show()" ] }