{ "cells": [ { "cell_type": "code", "execution_count": 1, "id": "4bcd49a4", "metadata": { "nbsphinx": "hidden" }, "outputs": [], "source": [ "# Install HermesPy and its dependencies in the current kernel\n", "# When running on Colabs, a restart of the runtime is required afterwards\n", "\n", "import sys\n", "!{sys.executable} -m pip install --quiet hermespy" ] }, { "attachments": {}, "cell_type": "markdown", "id": "199efcaa", "metadata": {}, "source": [ "Implementing Beamformers\n", "=========================\n", "\n", "This Jupyter notebook will outline the step-by-step process of implementing a new receiving beamformer within the HermesPy framework, using the Minimum Variance Distortionless Response (MVDR, also known as Capon) beamformer as a working example.\n", "\n", "As an initial step we will import all required modules:" ] }, { "cell_type": "code", "execution_count": 2, "id": "731daaf7", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "\n", "from hermespy.beamforming import ReceiveBeamformer" ] }, { "attachments": {}, "cell_type": "markdown", "id": "32929b07", "metadata": {}, "source": [ "The Capon beamformer estimates the power $\\hat{P}$ received from a direction $(\\theta, \\phi)$, where $\\theta$ is the zenith and $\\phi$ is the azimuth angle of interest in spherical coordinates, respectively. \n", "Let $Y \\in \\mathbb{C}^{M \\times N}$ be the the matrix of $N$ time-discrete samples acquired by an antenna arrary featuring $M$ antennas and\n", "\n", "\\begin{equation}\n", "\\mathbf{R} = \\mathbf{Y}\\mathbf{Y}^{\\mathsf{H}}\n", "\\end{equation}\n", "\n", "be the respective sample correlation matrix.\n", "The antenna array's response towards a source within its far field emitting a signal of small relative bandwidth is $\\mathbf{a}(\\theta, \\phi) \\in \\mathbb{C}^{M}$.\n", "Then, the Capon's spatial power response is defined as \n", "\n", "\\begin{equation}\n", "\\hat{P}_{\\mathrm{Capon}}(\\theta, \\phi) = \\frac{1}{\\mathbf{a}^{\\mathsf{H}}(\\theta, \\phi) \\mathbf{R}^{-1} \\mathbf{a}(\\theta, \\phi)}\n", "\\end{equation}\n", "\n", "with\n", "\n", "\\begin{equation}\n", "\\mathbf{w}(\\theta, \\phi) = \\frac{\\mathbf{R}^{-1} \\mathbf{a}(\\theta, \\phi)}{\\mathbf{a}^{\\mathsf{H}}(\\theta, \\phi) \\mathbf{R}^{-1} \\mathbf{a}(\\theta, \\phi)} \\in \\mathbb{C}^{M}\n", "\\end{equation}\n", "\n", "being the beamforming weights to steer the sensor array's receive characteristics towards direction $(\\theta, \\phi)$, so that\n", "\n", "\\begin{equation}\n", "\\tilde{\\mathbf{y}}(\\theta, \\phi) = \\mathbf{w}^\\mathsf{H}(\\theta, \\phi) \\mathbf{Y}\n", "\\end{equation}\n", "\n", "are the estimated signal samples impinging onto the sensor array from said direction.\n", "\n", "The structure of receiving beamformers is implemented as an abstract prototype in the [ReceiveBeamformer](../api/beamforming.beamformer.rst#hermespy.beamforming.beamformer.ReceiveBeamformer).\n", "Prototypes specify several [abstract](https://docs.python.org/3/library/abc.html#abc.abstractmethod) properties and methods which inheriting classes must implement. For receiving beamformers those are\n", "\n", "* [num_receive_input_streams](../api/beamforming.beamformer.rst#hermespy.beamforming.beamformer.ReceiveBeamformer.num_receive_input_streams) - *Number of antenna streams the beamformer can process.*
Our Capon implementation will always require the samples of all device antennas.\n", "\n", "* [num_receive_output_streams](../api/beamforming.beamformer.rst#hermespy.beamforming.beamformer.ReceiveBeamformer.num_receive_output_streams) - *Number of antenna streams the beamformer generates after processing.*
Since the Capon beamformer focuses the power towards a single direction of interest per estimation, a single stream of samples will be generated after beamforming.\n", "\n", "* [num_receive_focus_angles](../api/beamforming.beamformer.rst#hermespy.beamforming.beamformer.ReceiveBeamformer.num_receive_focus_angles) - *Number of angles of interest the beamformer requires for its configuration.*
The same logic as before applies, only a single direction of interest per beamforming operation is required.\n", "\n", "* [\\_decode()](../api/beamforming.beamformer.rst#hermespy.beamforming.beamformer.ReceiveBeamformer._decode) - *This subroutine performs the actual beamforming, given an array of baseband samples, assumed carrier frequency and the angles of interest.*
\n", "This is where the Capon algorithm is being implemented." ] }, { "cell_type": "code", "execution_count": 3, "id": "bebfb7b5", "metadata": {}, "outputs": [], "source": [ "class CaponBeamformer(ReceiveBeamformer):\n", " \n", " def __init__(self, *args, **kwargs) -> None:\n", " \n", " ReceiveBeamformer.__init__(self, *args, **kwargs)\n", "\n", " @property\n", " def num_receive_input_streams(self) -> int:\n", " return self.operator.device.antennas.num_receive_antennas\n", " \n", " @property\n", " def num_receive_output_streams(self) -> int:\n", " return 1\n", " \n", " @property\n", " def num_receive_focus_angles(self) -> int:\n", " return 1\n", " \n", " def _decode(self,\n", " samples: np.ndarray,\n", " carrier_frequency: float,\n", " angles: np.ndarray) -> np.ndarray:\n", " \n", " # Compute the inverse sample covariance matrix R\n", " sample_covariance = np.linalg.inv(samples @ samples.T.conj() + np.eye(samples.shape[0]))\n", "\n", " # Query the sensor array response vectors for the angles of interest and create a dictionary from it\n", " dictionary = np.empty((self.num_receive_input_streams, angles.shape[0]), dtype=complex)\n", " for d, focus in enumerate(angles):\n", " array_response = self.operator.device.antennas.spherical_phase_response(carrier_frequency, focus[0, 0], focus[0, 1])\n", " dictionary[:, d] = sample_covariance @ array_response / (array_response.T.conj() @ sample_covariance @ array_response)\n", "\n", " beamformed_samples = dictionary.T.conj() @ samples\n", " return beamformed_samples[:, np.newaxis, :]" ] }, { "attachments": {}, "cell_type": "markdown", "id": "7c6f60ca", "metadata": {}, "source": [ "And that's it, by specifying three properties and the decode routine a new beamformer has been implemented within HermesPy.\n", "We can now plot the beamforming characteristics towards a signal impinging from $(\\theta = 0, \\phi = 0)$ by calling [PlotReceivePattern()](../api/beamforming.beamformer.rst#hermespy.beamforming.beamformer.ReceiveBeamformer.PlotReceivePattern) and compare it to the [CoventionalBeamformer](../api/beamforming.conventional.rst#hermespy.beamforming.conventional.ConventionalBeamformer):" ] }, { "cell_type": "code", "execution_count": 4, "id": "943cf8ad", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from hermespy.beamforming import ConventionalBeamformer\n", "\n", "_ = CaponBeamformer.PlotReceivePattern()\n", "_ = ConventionalBeamformer.PlotReceivePattern()" ] }, { "attachments": {}, "cell_type": "markdown", "id": "e9e4d2a7", "metadata": {}, "source": [ "We may now use the newly created beamforming class to configure receive signal processing chains within HermesPy.\n", "For example, within an imaging radar application simulation:" ] }, { "cell_type": "code", "execution_count": null, "id": "949ea95d", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "2023-07-12 12:17:15,153\tERROR import_thread.py:80 -- ImportThread: <_MultiThreadedRendezvous of RPC that terminated with:\n", "\tstatus = StatusCode.UNKNOWN\n", "\tdetails = \"Stream removed\"\n", "\tdebug_error_string = \"UNKNOWN:Error received from peer ipv4:127.0.0.1:65423 {grpc_message:\"Stream removed\", grpc_status:2, created_time:\"2023-07-12T10:17:15.152759853+00:00\"}\"\n", ">\n", "Exception in thread ray_listen_error_messages:\n", "Traceback (most recent call last):\n", " File \"C:\\Users\\Stealth\\AppData\\Local\\Programs\\Python\\Python310\\lib\\threading.py\", line 1016, in _bootstrap_inner\n", "2023-07-12 12:17:15,155\tERROR worker.py:914 -- print_logs: <_MultiThreadedRendezvous of RPC that terminated with:\n", "\tstatus = StatusCode.UNKNOWN\n", "\tdetails = \"Stream removed\"\n", "\tdebug_error_string = \"UNKNOWN:Error received from peer ipv4:127.0.0.1:65423 {grpc_message:\"Stream removed\", grpc_status:2, created_time:\"2023-07-12T10:17:15.153007658+00:00\"}\"\n", ">\n", " self.run()\n", " File \"C:\\Users\\Stealth\\AppData\\Local\\Programs\\Python\\Python310\\lib\\threading.py\", line 953, in run\n", " self._target(*self._args, **self._kwargs)\n", " File \"d:\\envs\\hermes-310\\lib\\site-packages\\ray\\_private\\worker.py\", line 2004, in listen_error_messages\n", " _, error_data = worker.gcs_error_subscriber.poll()\n", " File \"d:\\envs\\hermes-310\\lib\\site-packages\\ray\\_private\\gcs_pubsub.py\", line 300, in poll\n", " self._poll_locked(timeout=timeout)\n", " File \"d:\\envs\\hermes-310\\lib\\site-packages\\ray\\_private\\gcs_pubsub.py\", line 217, in _poll_locked\n", " fut.result(timeout=1)\n", " File \"d:\\envs\\hermes-310\\lib\\site-packages\\grpc\\_channel.py\", line 744, in result\n", " raise self\n", "grpc._channel._MultiThreadedRendezvous: <_MultiThreadedRendezvous of RPC that terminated with:\n", "\tstatus = StatusCode.UNKNOWN\n", "\tdetails = \"Stream removed\"\n", "\tdebug_error_string = \"UNKNOWN:Error received from peer ipv4:127.0.0.1:65423 {grpc_message:\"Stream removed\", grpc_status:2, created_time:\"2023-07-12T10:17:15.152992559+00:00\"}\"\n", ">\n" ] } ], "source": [ "import numpy as np\n", "from scipy.constants import pi, speed_of_light\n", "\n", "from hermespy.core import dB, ConsoleMode, UniformArray, IdealAntenna\n", "from hermespy.channel import SingleTargetRadarChannel\n", "from hermespy.simulation import Simulation\n", "from hermespy.radar import Radar, FMCW, ReceiverOperatingCharacteristic\n", "\n", "# Create a new simulation featuring a single device transmitting at 10GHz\n", "simulation = Simulation(console_mode=ConsoleMode.SILENT)\n", "device = simulation.scenario.new_device(antennas=UniformArray(IdealAntenna(), .5 * speed_of_light / 10e9, (3, 3)))\n", "device.carrier_frequency = 10e9\n", "\n", "radar_channel = SingleTargetRadarChannel(target_range=10., radar_cross_section=1., attenuate=False)\n", "simulation.scenario.set_channel(device, device, radar_channel)\n", "\n", "# Configure a radar operation on the device\n", "radar = Radar()\n", "radar.device = device\n", "radar.waveform = FMCW()\n", "radar.receive_beamformer = ConventionalBeamformer()\n", "\n", "simulation.add_evaluator(ReceiverOperatingCharacteristic(radar, radar_channel))\n", "simulation.new_dimension('snr', dB(-18, -21, -25))\n", "simulation.num_samples = 1000\n", "\n", "radar.receive_beamformer.probe_focus_points = np.array([[0., 0.]])\n", "result = simulation.run()\n", "_ = result.plot()\n", "\n", "radar.receive_beamformer.probe_focus_points = np.array([[.5*pi, .5*pi]])\n", "result = simulation.run()\n", "_ = result.plot()" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3.9.10 ('hermes')", "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": "3.10.11" }, "vscode": { "interpreter": { "hash": "15324ae639e283979e39f32b76ef84dde816ef5cb4e81fc04e688fd3d2128060" } } }, "nbformat": 4, "nbformat_minor": 5 }