{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": { "nbsphinx": "hidden" }, "outputs": [], "source": [ "%%capture\n", "# 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", "metadata": {}, "source": [ "Using Beamformers\n", "===============\n", "\n", "This Jupyter notebook provides an in-depth introduction to HermesPy's antenna array definition and beamforming interfaces.\n", "It showcases how to configure MIMO antenna arrays in classic and hybrid configurations, how to specify the antenna element topologies and how to configure custom antenna models within the array.\n", "Furthermore, operating conventional delay and sum beamformers on the ....\n", "\n", "Consider a classical fully digitally beamformed transmitting antenna array consisting of a planar grid of $4 \\times 4 = 16$ atennna elements located in the x-y plane of a cartesian coordinate system.\n", "From a hardware point of view, this means a dedicated digital-analog converter will feed, over its respective radio-frequency chain, each antenna element, respectively.\n", "Within Hermes, this concept is realised by AntennaPorts, which can be connected to a single antenna element or to multiple antenna elements.\n", "\n", "A digital antenna array as assumed above can described in Hermes' API by" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "from itertools import product\n", "\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "from scipy.constants import speed_of_light\n", "\n", "from hermespy.core import AntennaMode, Transformation\n", "from hermespy.simulation import SimulatedIdealAntenna, SimulatedCustomArray\n", "\n", "bandwidth, oversampling_factor = 1e7, 4\n", "carrier_frequency = 70e9\n", "wavelength = speed_of_light / carrier_frequency\n", "\n", "transmit_antennas = [\n", " SimulatedIdealAntenna(\n", " AntennaMode.TX,\n", " Transformation.From_Translation(np.array([.5 * wavelength * x, .5 * wavelength * y, 0]))\n", " ) for x, y in product(range(4), range(4))\n", "]\n", "\n", "uniform_array = SimulatedCustomArray(transmit_antennas)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "which generates an antenna array consisting of ideal istropic antenna elements spaced at half-wavelength intervals, each antenna connected to a single feeding antenna port.\n", "This topology can be visualized by calling" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Visualize the antenna array element positions in the array's local coordinate system\n", "_ = uniform_array.plot_topology()\n", "plt.show()" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "Of course, we are not limited to uniform linear arrays, but can also define arbitrary antenna element topologies, such as a spiral configurations:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "v = .1 * wavelength\n", "w = 200 * wavelength\n", "c = .4 * wavelength\n", "\n", "spiral_ports = [\n", " SimulatedIdealAntenna(\n", " AntennaMode.TX,\n", " Transformation.From_Translation([(v*t + c) * np.cos(w * t), (v*t + c) * np.sin(w * t), 0]),\n", " ) for t in range(16)\n", "]\n", "\n", "spiral_array = SimulatedCustomArray(spiral_ports)\n", "_ = spiral_array.plot_topology()\n", "plt.show()" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "Let's investigate how the antenna array's radiation pattern changes with respect to the assumed antenna element topology.\n", "For this, we will initialize a new simulation environment and assign our custom antenna array to a device representing a transmitting base station / access point:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from scipy.constants import pi\n", "\n", "from hermespy.beamforming import BeamformingTransmitter, ConventionalBeamformer, SphericalFocus\n", "from hermespy.core import ConsoleMode, Signal\n", "from hermespy.simulation import Simulation\n", "\n", "# Initialize a new simulation\n", "simulation = Simulation(console_mode=ConsoleMode.SILENT, seed=42)\n", "\n", "# Create a new device and assign it the antenna array\n", "base_station_device = simulation.new_device(\n", " antennas=uniform_array,\n", " carrier_frequency=carrier_frequency,\n", " bandwidth=bandwidth,\n", " oversampling_factor=oversampling_factor,\n", " pose=Transformation.From_Translation(np.array([0, 0, 0])),\n", ")" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "To probe the charcteristics, we assume a conventional delay and sum beamformer transmitting a sinusoidal probing signal over the antenna array.\n" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "# Configure the device to transmit a beamformed sinusoidal probing signal\n", "beamformer = ConventionalBeamformer()\n", "sinusoid = Signal.Create(np.outer(np.ones(1), np.exp(2j * pi * .25 * np.arange(100) / bandwidth)), bandwidth * oversampling_factor)\n", "base_station_transmitter = BeamformingTransmitter(sinusoid, beamformer)\n", "base_station_device.transmitters.add(base_station_transmitter)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "We may now visualize the array's radiation pattern by specifiying the beamformer's transmitting focus point and calling the plot_pattern method." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Focus spherical coordinates -.75pi, .3pi\n", "beamformer.transmit_focus = SphericalFocus(-.75 * pi, .3 * pi)\n", "_ = uniform_array.plot_pattern(carrier_frequency, beamformer)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Focus spherical coordinates 0, 0, i.e. along the z-axis\n", "beamformer.transmit_focus = SphericalFocus(0, 0)\n", "_ = uniform_array.plot_pattern(carrier_frequency, beamformer)\n", "plt.show()" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "Let's extend our simulation to evaluate our custom base station's performance in a urban communication scenario.\n", "For this purpose, we will add a device representing user equipment to be illuminated by the base station, located somewhere in the positive x-y-z quadrant of the base station's local cartesian coordinate system." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "from hermespy.core import SignalReceiver\n", "\n", "# Create a new simulated device representing user equipment\n", "user_equipment_device = simulation.new_device(\n", " carrier_frequency=carrier_frequency,\n", " bandwidth=bandwidth,\n", " oversampling_factor=oversampling_factor,\n", " pose=Transformation.From_Translation(np.array([50., 50., 100.])),\n", ")\n", "\n", "# Configure the user equipment to simply record 120 samples of any signal impinging on it\n", "user_equipment_receiver = SignalReceiver(2000, expected_power=sinusoid.power[0])\n", "user_equipment_device.receivers.add(user_equipment_receiver)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "We can instruct the base station to always steer its main lobe towards the user equipment by changing the beamformer's transmit focus point to a device focus object referencing the user equipment:" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from hermespy.simulation import DeviceFocus\n", "\n", "# Focus the base station's main lobe on the user equipment\n", "beamformer.transmit_focus = DeviceFocus(user_equipment_device)\n", "\n", "# Visualize the beam pattern\n", "_ = uniform_array.plot_pattern(carrier_frequency, beamformer)\n", "plt.show()" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "The propagation characeristics between base station and terminal are to be modeled by a basic spatial channel considering only direct line of sight connections between devices and their respective time-of-flight delays:" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "from hermespy.channel import SpatialDelayChannel\n", "\n", "# Configure a basic spatial channel between base station and user equipment\n", "simulation.set_channel(\n", " base_station_device,\n", " user_equipment_device,\n", " SpatialDelayChannel(model_propagation_loss=False),\n", ")" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "All of the individual parts of a physical layer simulation within Hermes are now in place.\n", "Before launching a full-scale Monte-Carlo campaign which might run for several hours we can generate single drops in order to investigate whether the signals received by the user equipment are in line with our expectations." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "off_target_focus = SphericalFocus(-.75 * pi, .3 * pi)\n", "on_target_focus = DeviceFocus(user_equipment_device)\n", "\n", "beamformer.transmit_focus = off_target_focus\n", "off_focus_drop = simulation.drop()\n", "off_focus_drop.device_receptions[1].baseband_signal.plot(title='Off Target Reception')\n", "\n", "beamformer.transmit_focus = on_target_focus\n", "on_focus_drop = simulation.drop()\n", "on_focus_drop.device_receptions[1].baseband_signal.plot(title='On Target Reception')\n", "\n", "plt.show()" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "The signal plots visualizing the user equipment's reception confirm that the base station beamforming works as intended.\n", "When focusing the beamformer away from the base station, the received signal power drops significantly when compared to the case where the beamformer is focused towards the user equipment.\n", "\n", "These plots only represent a single data point of an evaluation. We can instruct HermesPy to conduct a simulation campaign evaluating the expected received signal power at the user equipment by adding the respective evaluator to the simulation." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "from hermespy.core import ReceivePowerEvaluator\n", "\n", "# Add a signal power evaluation to the simulation\n", "simulation.add_evaluator(ReceivePowerEvaluator(\n", " user_equipment_receiver,\n", " plot_surface=False,\n", "))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The simulation can be instructed to dynamically switch the beamforming focus from our on-target angles to our off-target angles and collect received power estimates for each configuration by adding a simulation grid dimension configuring the beamformer's respective attribute:" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "from hermespy.core import dB, SamplePoint\n", "\n", "# Configure a simulation dimension varying the receive SNR\n", "snr_dimension = simulation.new_dimension(\n", " 'noise_level',\n", " dB([100, 90, 80, 70, 60, 50]),\n", " user_equipment_device,\n", ")\n", "\n", "# Configure a simulation dimension switching the beam focus\n", "focus_dimension = simulation.new_dimension(\n", " 'transmit_focus',\n", " [\n", " SamplePoint(off_target_focus, 'Off-Target'),\n", " SamplePoint(on_target_focus, 'On-Target'),\n", " ],\n", " beamformer,\n", " title='Beam Focus',\n", ")\n", "\n", "# Collect 100 drops per parameter combination\n", "simulation.num_drops = 100\n", "\n", "# Run the simulation campaign and plot the results\n", "result = simulation.run()\n", "result.plot()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As expected, we confirmed that our beamformer will increase the power received at the user equipment by three orders of magnitude when focusing the equipment when compared to the selected off-focus angle." ] } ], "metadata": { "kernelspec": { "display_name": "hermes-312", "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": "3.12.11" }, "orig_nbformat": 4 }, "nbformat": 4, "nbformat_minor": 2 }