{ "cells": [ { "cell_type": "code", "execution_count": 42, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "from matplotlib import pyplot as plt\n", "import xarray as xr\n", "from pathlib import Path\n", "\n", "dir_ = Path(globals()[\"_dh\"][0]) # __file__ does not exist in ipynb" ] }, { "cell_type": "code", "execution_count": 43, "metadata": {}, "outputs": [], "source": [ "def read_wpd_csv(\n", " filepath: Path | str, x_coord: str, ds_coord: str | None = None\n", ") -> xr.DataArray:\n", " filepath = Path(filepath)\n", "\n", " header = np.loadtxt(filepath, dtype=str, max_rows=2, delimiter=\",\")\n", " header_values = header[0][::2]\n", " try:\n", " np.array(header_values, dtype=float)\n", " except ValueError:\n", " np.array(header_values)\n", "\n", " values = np.loadtxt(filepath, dtype=float, skiprows=2, delimiter=\",\")\n", "\n", " coords = dict()\n", " dims = [x_coord]\n", " if ds_coord is not None:\n", " dims.append(ds_coord)\n", " coords[ds_coord] = header_values\n", "\n", " for col in range(int(values.shape[1] / 2)):\n", " x = values[:, col * 2]\n", " if col == 0:\n", " coords[x_coord] = x\n", " else:\n", " if np.any(x != coords[x_coord]):\n", " raise ValueError(f\"All webplotdigitizer datasets must share x values\")\n", "\n", " da = xr.DataArray(\n", " values[:, 1::2],\n", " dims=dims,\n", " coords=coords,\n", " attrs=dict(filename=filepath.name),\n", " )\n", " return da" ] }, { "cell_type": "code", "execution_count": 47, "metadata": {}, "outputs": [], "source": [ "# LED properties\n", "LEDS = {\n", " \"APHHS1005F3C-70MAV\": dict(\n", " emission=8e-3, # W/sr\n", " emission_current=70e-3, # A\n", " max_current=1200e-3, # A 1% duty, 10us pulse\n", " lambda_=940e-9, # m\n", " ),\n", " # \"SFH 4053\": dict(\n", " # emission=7e-3, # W/sr\n", " # emission_current=70e-3, # A\n", " # lambda_=860e-9, # m\n", " # ),\n", " \"IN-S42CTQHIR\": dict(\n", " emission=4.5e-3, # W/sr\n", " emission_current=70e-3, # A\n", " max_current=500e-3, # A 1% duty, 100us pulse\n", " lambda_=940e-9, # m\n", " ),\n", " \"15404094BA420\": dict(\n", " emission=3e-3, # W/sr\n", " emission_current=70e-3, # A\n", " max_current=500e-3, # A 10% duty, 10kHz (10us pulse)\n", " lambda_=940e-9, # m\n", " ),\n", "}\n", "\n", "# Photodiode properties\n", "PHOTODIODES = {\n", " \"PD15-22B/TR8\": dict(\n", " dark_current=5e-9, # A\n", " light_current=read_wpd_csv(\n", " dir_ / \"data/PD15-22B/reverse_light_current.csv\",\n", " \"irradiance\",\n", " \"vr\",\n", " ).isel(vr=0),\n", " ),\n", " \"TEMD5110X01\": dict(\n", " dark_current=3e-9, # A\n", " light_current=read_wpd_csv(\n", " dir_ / \"data/TEMD5110X01/reverse_light_current.csv\",\n", " \"irradiance\",\n", " \"vr\",\n", " ).isel(vr=0),\n", " ),\n", "}" ] }, { "cell_type": "code", "execution_count": 50, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Photodiode Transfer Function')" ] }, "execution_count": 50, "metadata": {}, "output_type": "execute_result" }, { "data": { 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(tight_layout=True)\n", "for diode, properties in PHOTODIODES.items():\n", " lc: xr.DataArray = properties[\"light_current\"]\n", " lines = ax.loglog(lc.coords[\"irradiance\"], lc, label=diode)\n", "\n", " ax.axhline(properties[\"dark_current\"], color=lines[0].get_color(), linestyle=\"--\")\n", " ax.axvline(\n", " np.max(lc.coords[\"irradiance\"]), color=lines[0].get_color(), linestyle=\"--\"\n", " )\n", "\n", "ax.set_xlabel(\"Irradiance [$W/m^2$]\")\n", "ax.set_ylabel(\"Current [A]\")\n", "ax.grid(True)\n", "ax.legend(loc=\"upper left\")\n", "ax.set_title(\"Photodiode Transfer Function\")" ] }, { "cell_type": "code", "execution_count": 61, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Max light current: 117 uA\n" ] } ], "source": [ "print(\n", " f'Max light current: {PHOTODIODES[\"TEMD5110X01\"][\"light_current\"].max().data / 1e-6:.0f} uA'\n", ")" ] }, { "cell_type": "code", "execution_count": 49, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Component comparison')" ] }, "execution_count": 49, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "d = np.linspace(0.1, 1000, 10000) # downrange distance\n", "# area_objective = np.pi * (80e-3 / 2) ** 2\n", "# area_spot = np.pi * (3e-3 / 2) ** 2 # approximation\n", "# gain_optical = area_objective / area_spot\n", "gain_optical = 80**2 # telescope claims 80x which I believe is linear, not area\n", "\n", "# Received power density\n", "fig, ax = plt.subplots(tight_layout=True)\n", "for led, properties in LEDS.items():\n", " incident_power = properties[\"emission\"] * (1 / (d**2)) # W / m^2 at objective\n", " power_density = incident_power * gain_optical\n", "\n", " lines = ax.loglog(\n", " d,\n", " power_density,\n", " label=f\"{led} ({properties['emission_current']/1e-3:.1f} mA)\",\n", " )\n", "\n", " max_current = properties.get(\"max_current\", None)\n", " if max_current is not None:\n", " ax.loglog(\n", " d,\n", " power_density * max_current / properties[\"emission_current\"],\n", " color=lines[0].get_color(),\n", " alpha=0.5,\n", " label=f\"{led} ({max_current/1e-3:.1f} mA)\",\n", " )\n", "\n", "\n", "ax.set_prop_cycle(None) # reset color cycle to keep colors consistent across plots\n", "for diode, properties in PHOTODIODES.items():\n", " ax.axhline(\n", " np.max(properties[\"light_current\"].coords[\"irradiance\"]),\n", " linestyle=\"--\",\n", " label=f\"{diode} Psat\",\n", " color=ax._get_lines.get_next_color(),\n", " )\n", "\n", "ax.set_xlabel(\"Range [m]\")\n", "ax.set_ylabel(\"RX Power Density [$W/m^2$]\")\n", "ax.grid(True)\n", "ax.legend(loc=\"upper right\")\n", "ax.set_title(\"Component comparison\")" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": ".venv", "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": "3.10.12" } }, "nbformat": 4, "nbformat_minor": 2 }