{ "nbformat": 4, "nbformat_minor": 0, "metadata": { "colab": { "provenance": [], "toc_visible": true }, "kernelspec": { "name": "python3", "display_name": "Python 3" }, "language_info": { "name": "python" } }, "cells": [ { "cell_type": "markdown", "source": [ "# FMCW Radar 205 - mmWave Atmospheric Absorptoin\n", "\n" ], "metadata": { "id": "M44wAJykgnKv" } }, { "cell_type": "markdown", "source": [ "## Millimeter–wave Propagation Model (MPM)\n", "\n", "millimeter wave propagation model MPM as described in H.J. Liebe, G.A. Hufford, M.G. Cotton, \" Propagation modeling of moist air and suspended water/ice particles at frequencies below 1000 GHz\" Proc. NATO/AGARD Wave Propagation Panel, 52nd meeting, No. 3/1-10, Mallorca, Spain, 17 - 20 May, 1993." ], "metadata": { "id": "LqrKvULqYhvL" } }, { "cell_type": "code", "source": [ "!pip install git+https://github.com/cchwala/pyMPM.git" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "mLEKUwaLg3J-", "outputId": "1172528d-e759-43ad-b104-eafd9bd8b282" }, "execution_count": null, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Collecting git+https://github.com/cchwala/pyMPM.git\n", " Cloning https://github.com/cchwala/pyMPM.git to /tmp/pip-req-build-7rbn76ac\n", " Running command git clone --filter=blob:none --quiet https://github.com/cchwala/pyMPM.git /tmp/pip-req-build-7rbn76ac\n", " Resolved https://github.com/cchwala/pyMPM.git to commit c3b9df0a2bbb691957397a0bec5474a0ff571dd9\n", " Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n", "Requirement already satisfied: numpy in /usr/local/lib/python3.10/dist-packages (from pyMPM==0.2.0) (1.22.4)\n", "Building wheels for collected packages: pyMPM\n", " Building wheel for pyMPM (setup.py) ... \u001b[?25l\u001b[?25hdone\n", " Created wheel for pyMPM: filename=pyMPM-0.2.0-py3-none-any.whl size=6748 sha256=2ffabfb89a790a46ebe7e984990dc82b9d3f7adea8eebdff7169c681f2b83a3f\n", " Stored in directory: /tmp/pip-ephem-wheel-cache-i331n0bn/wheels/c1/e9/91/1345e0bab7c7d9288129fc593b5d93feecdb2a406d9a290199\n", "Successfully built pyMPM\n", "Installing collected packages: pyMPM\n", "Successfully installed pyMPM-0.2.0\n" ] } ] }, { "cell_type": "code", "source": [ "%matplotlib inline\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", "from pyMPM import MPM" ], "metadata": { "id": "6S5xkJbXgmji" }, "execution_count": null, "outputs": [] }, { "cell_type": "code", "source": [ "def Amax(fmin, fmax, RH=0):\n", " \"\"\" returns the max attenuation between two freq at given RH \"\"\"\n", " A_max = 0\n", " f_max = 0\n", " #RH = 100 # Relative humidity in %\n", " T = 15 # Air temperature in degree Celcius\n", " P = 1013 # Air pressiure in mbar\n", "\n", " for f in range(fmin, fmax+1):\n", " A = MPM(f, P, T, RH, 0, 0, 0, 'att')\n", " if A > A_max:\n", " f_max = f\n", " A_max = A[0]\n", " return f_max, A_max\n", "\n", "\n", "def Amin(fmin, fmax, RH=100):\n", " \"\"\" returns the minimum attenuation between two freq at given RH \"\"\"\n", " A_min = 1e5\n", " f_min = 0\n", " #RH = 100 # Relative humidity in %\n", " T = 15 # Air temperature in degree Celcius\n", " P = 1013 # Air pressiure in mbar\n", "\n", " for f in range(fmin, fmax+1):\n", " A = MPM(f, P, T, RH, 0, 0, 0, 'att')\n", " if A < A_min:\n", " f_min = f\n", " A_min = A[0]\n", " return f_min, A_min" ], "metadata": { "id": "nwswtNV5nFTR" }, "execution_count": null, "outputs": [] }, { "cell_type": "code", "source": [ "# compute local minima and maxima\n", "f1, a1 = Amin(20, 50, RH=100)\n", "f2, a2 = Amin(60, 120, RH=100)\n", "f3, a3 = Amin(60, 120, RH=0)\n", "f4, a4 = Amax(60, 64)\n", "y1 = int(a1*100)/100\n", "y2 = int(a2*100)/100\n", "\n", "# define figure for plotting\n", "fig, ax = plt.subplots(figsize=(14,6))\n", "\n", "# from 30GHz to 300GHz to focus on millimeter wave\n", "f = np.arange(30,300) # Vector of frequencies in GHz\n", "T = 15 # Air temperature in degree Celcius\n", "P = 1013 # Air pressiure in mbar\n", "RH_vec = [0, 50, 100] # List of relative humidity values used for plotting\n", "\n", "for RH in RH_vec:\n", " A = MPM(f, P, T, RH, 0, 0, 0, 'att')\n", " ax.semilogy(f,A, label='RH ' + str(RH) + '%')\n", "\n", "# multiple lines with varying ymin and ymax\n", "plt.vlines(x=[57, 64], ymin=[0.01, 0.01], ymax=[50, 50], colors='red', ls='--', lw=2, label='ISM 57-64 GHz')\n", "plt.vlines(x=[75, 85], ymin=[0.01, 0.01], ymax=[50, 50], colors='black', ls='--', lw=2, label='LPR bands\\n per ETSI 302 729 V2.1 \\n(75-85 GHz)')\n", "\n", "ax.set_xlabel('f in GHz')\n", "ax.set_ylabel('A in db/km')\n", "\n", "#ax.annotate(f'1st min @({f1},{y1})', xy=(f1, y1), xytext=(10, 2),\n", "# arrowprops=dict(facecolor='black', shrink=0.05))\n", "ax.annotate(f'O2 peak absorption @{f4}', xy=(f4, a4), xytext=(100, 50),\n", " arrowprops=dict(facecolor='black', shrink=0.05))\n", "\n", "ax.annotate(f'2nd min @{f2}-GHz: A_min={y2}', xy=(f2, y2), xytext=(100, 30),\n", " arrowprops=dict(facecolor='black', shrink=0.05))\n", "\n", "\n", "plt.title(\"Attenuation over mmWave frequencies (as per MPM) as function of water countent in air\")\n", "plt.legend(loc=4)" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 582 }, "id": "lAiFlDZcgxzL", "outputId": "013c5bee-dee3-46e2-e387-dab930e342d1" }, "execution_count": null, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "" ] }, "metadata": {}, "execution_count": 8 }, { "output_type": "display_data", "data": { "text/plain": [ "
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\n" }, "metadata": {} } ] }, { "cell_type": "markdown", "source": [ "## INFRARED RANGE\n", "300 GHz to 400 THz" ], "metadata": { "id": "29nJU7IJzCGC" } }, { "cell_type": "code", "source": [ "fig, ax = plt.subplots(figsize=(14,6))\n", "\n", "f = np.arange(300,1000) # Vector of frequencies in GHz\n", "T = 15 # Air temperature in degree Celcius\n", "P = 1013 # Air pressiure in mbar\n", "RH_vec = [0, 50, 100] # List of relative humidity values used for plotting\n", "\n", "for RH in RH_vec:\n", " A = MPM(f, P, T, RH, 0, 0, 0, 'att')\n", " ax.semilogy(f,A, label='RH ' + str(RH) + '%')\n", "\n", "# multiple lines with varying ymin and ymax\n", "plt.vlines(x=[57, 64], ymin=[0.01, 0.01], ymax=[50, 50], colors='red', ls='--', lw=2, label='ISM 57-64 GHz')\n", "plt.vlines(x=[75, 85], ymin=[0.01, 0.01], ymax=[50, 50], colors='black', ls='--', lw=2, label='LPR bands\\n per ETSI 302 729 V2.1 \\n(75-85 GHz)')\n", "\n", "ax.set_xlabel('f in GHz')\n", "ax.set_ylabel('A in db/km')\n", "y1 = int(a1*100)/100\n", "#ax.annotate(f'1st min @({f1},{y1})', xy=(f1, y1), xytext=(10, 2),\n", "# arrowprops=dict(facecolor='black', shrink=0.05))\n", "ax.annotate(f'O2 peak absorption @{f4}', xy=(f4, a4), xytext=(100, 50),\n", " arrowprops=dict(facecolor='black', shrink=0.05))\n", "y2 = int(a2*100)/100\n", "ax.annotate(f'2nd min @{f2}-GHz: A_min={y2}', xy=(f2, y2), xytext=(100, 30),\n", " arrowprops=dict(facecolor='black', shrink=0.05))\n", "#y3 = int(a3*100)/100\n", "#ax.annotate(f'3rd min @({f3}-GHz: A_min={y3}', xy=(f3, y3), xytext=(100, 10),\n", "# arrowprops=dict(facecolor='black', shrink=0.05))\n", "\n", "fmin = f[0]/1e3\n", "fmax=f[-1]/1e3\n", "plt.title(f\"Attenuation over {fmin}-{fmax} THz (as per MPM) as function of water countent in air\")\n", "plt.legend(loc=2)" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 500 }, "id": "Kle21TVIyuiq", "outputId": "fa29aacc-24d2-462f-a39f-2b9e73f8605d" }, "execution_count": null, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "" ] }, "metadata": {}, "execution_count": 19 }, { "output_type": "display_data", "data": { "text/plain": [ "
" ], "image/png": 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\n" }, "metadata": {} } ] }, { "cell_type": "markdown", "source": [ "## NIR\n", "Near-infrared 214–400 THz" ], "metadata": { "id": "BpPQ8bopzuAF" } }, { "cell_type": "code", "source": [ "fig, ax = plt.subplots(figsize=(14,6))\n", "\n", "f = np.arange(214*1000,400*1000,1000) # Vector of frequencies in GHz\n", "T = 15 # Air temperature in degree Celcius\n", "P = 1013 # Air pressiure in mbar\n", "RH_vec = [0, 50, 100] # List of relative humidity values used for plotting\n", "\n", "for RH in RH_vec:\n", " A = MPM(f, P, T, RH, 0, 0, 0, 'att')\n", " ax.semilogy(f,A, label='RH ' + str(RH) + '%')\n", "\n", "# multiple lines with varying ymin and ymax\n", "plt.vlines(x=[57, 64], ymin=[0.01, 0.01], ymax=[50, 50], colors='red', ls='--', lw=2, label='ISM 57-64 GHz')\n", "plt.vlines(x=[75, 85], ymin=[0.01, 0.01], ymax=[50, 50], colors='black', ls='--', lw=2, label='LPR bands\\n per ETSI 302 729 V2.1 \\n(75-85 GHz)')\n", "\n", "ax.set_xlabel('f in GHz')\n", "ax.set_ylabel('A in db/km')\n", "y1 = int(a1*100)/100\n", "#ax.annotate(f'1st min @({f1},{y1})', xy=(f1, y1), xytext=(10, 2),\n", "# arrowprops=dict(facecolor='black', shrink=0.05))\n", "ax.annotate(f'O2 peak absorption @{f4}', xy=(f4, a4), xytext=(100, 50),\n", " arrowprops=dict(facecolor='black', shrink=0.05))\n", "y2 = int(a2*100)/100\n", "ax.annotate(f'2nd min @{f2}-GHz: A_min={y2}', xy=(f2, y2), xytext=(100, 30),\n", " arrowprops=dict(facecolor='black', shrink=0.05))\n", "#y3 = int(a3*100)/100\n", "#ax.annotate(f'3rd min @({f3}-GHz: A_min={y3}', xy=(f3, y3), xytext=(100, 10),\n", "# arrowprops=dict(facecolor='black', shrink=0.05))\n", "\n", "fmin = f[0]/1e3\n", "fmax=f[-1]/1e3\n", "plt.title(f\"Attenuation over NIR {fmin}-{fmax} THz (as per MPM) as function of water countent in air\")\n", "plt.legend(loc=2)" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 500 }, "id": "FomY0Xszzxnl", "outputId": "2aa83686-47c2-4b72-d040-ffb81531ec72" }, "execution_count": null, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "" ] }, "metadata": {}, "execution_count": 22 }, { "output_type": "display_data", "data": { "text/plain": [ "
" ], "image/png": 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\n" }, "metadata": {} } ] }, { "cell_type": "markdown", "source": [ "## BACK-UP / PLAYGROUND\n", "below does not work or not tested" ], "metadata": { "id": "vIP903Gj0LD5" } }, { "cell_type": "code", "source": [ "!pip install git+https://github.com/pylayers/pylayers.git" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "kTgvWTDF2ztE", "outputId": "5908a20c-8e98-421d-d936-b8925db231f3" }, "execution_count": null, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n", "Collecting git+https://github.com/pylayers/pylayers.git\n", " Cloning https://github.com/pylayers/pylayers.git to /tmp/pip-req-build-lrerdym5\n", " Running command git clone --filter=blob:none --quiet https://github.com/pylayers/pylayers.git /tmp/pip-req-build-lrerdym5\n", " Resolved https://github.com/pylayers/pylayers.git to commit d9bc71ffe26453f6b6b7a246d059b7c319c468b4\n", " Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n", "Building wheels for collected packages: pylayers\n", " Building wheel for pylayers (setup.py) ... \u001b[?25l\u001b[?25hdone\n", " Created wheel for pylayers: filename=pylayers-0.5-py3-none-any.whl size=873628 sha256=d6de24bf7b0611f51fbaa7d1b6fa4c19479a5826d4d441e78c757839a592d506\n", " Stored in directory: /tmp/pip-ephem-wheel-cache-bfz4liko/wheels/8a/2d/13/a075c608d252e7da73260f349c019529687a999b1a14e71d0e\n", "Successfully built pylayers\n", "Installing collected packages: pylayers\n", "Successfully installed pylayers-0.5\n" ] } ] }, { "cell_type": "code", "source": [ "!ls /usr/local/lib/python3.10/dist-packages/pylayers" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "XnlcS9vV3846", "outputId": "d1634740-1d33-47be-9986-45d85397a6a8" }, "execution_count": null, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "antprop exploit gui\t location mobility __pycache__\tsimul\n", "em\t gis\t __init__.py measures network signal\tutil\n" ] } ] }, { "cell_type": "code", "source": [ "!pip install -r https://raw.githubusercontent.com/pylayers/pylayers/master/requirements.txt" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "DREUC7km3ooy", "outputId": "8ccd630f-75d3-4dab-d460-9fdefd37c875" }, "execution_count": null, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n", "Collecting appnope==0.1.0 (from -r https://raw.githubusercontent.com/pylayers/pylayers/master/requirements.txt (line 1))\n", " Downloading appnope-0.1.0-py2.py3-none-any.whl (4.0 kB)\n", "Collecting apptools==4.4.0 (from -r https://raw.githubusercontent.com/pylayers/pylayers/master/requirements.txt (line 2))\n", " Downloading apptools-4.4.0.zip (490 kB)\n", "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m490.9/490.9 kB\u001b[0m \u001b[31m5.8 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", "\u001b[?25h \u001b[1;31merror\u001b[0m: \u001b[1msubprocess-exited-with-error\u001b[0m\n", " \n", " \u001b[31m×\u001b[0m \u001b[32mpython setup.py egg_info\u001b[0m did not run successfully.\n", " \u001b[31m│\u001b[0m exit code: \u001b[1;36m1\u001b[0m\n", " \u001b[31m╰─>\u001b[0m See above for output.\n", " \n", " \u001b[1;35mnote\u001b[0m: This error originates from a subprocess, and is likely not a problem with pip.\n", " Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25herror\n", "\u001b[1;31merror\u001b[0m: \u001b[1mmetadata-generation-failed\u001b[0m\n", "\n", "\u001b[31m×\u001b[0m Encountered error while generating package metadata.\n", "\u001b[31m╰─>\u001b[0m See above for output.\n", "\n", "\u001b[1;35mnote\u001b[0m: This is an issue with the package mentioned above, not pip.\n", "\u001b[1;36mhint\u001b[0m: See above for details.\n" ] } ] }, { "cell_type": "code", "source": [ "from pylayers.antprop.loss import *\n", "\n", "# set the temperature to 15deg Celsius\n", "T = 15\n", "# set the atmospheric pressure\n", "PhPa = 1013\n", "# set the wave vapor density ( g/m^3)\n", "wvden = 7.5\n", "# set distance in meters\n", "d = 1000\n", "fGHz = np.linspace(1,1000,500)\n", "# calculate specific attenuation (wet)\n", "Lw= gaspl(d,fGHz,T,PhPa,wvden)\n", "# calculate specific attenuation (dry)\n", "Ls= gaspl(d,fGHz,T,PhPa,0)\n", "fs = 18\n", "plt.semilogy(fGHz,Lw,linewidth=2)\n", "plt.semilogy(fGHz,Ls,'r',linewidth=2)\n", "plt.grid(True,which=\"both\",ls='--')\n", "plt.xlabel('Frequency (GHz)',fontsize=fs)\n", "plt.ylabel('Specific Attenuation (dB)',fontsize=fs)\n", "plt.show()" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 542 }, "id": "_8ddxEAy20H9", "outputId": "6c7ad223-d2b0-4218-9131-d0731338edc4" }, "execution_count": null, "outputs": [ { "output_type": "error", "ename": "ModuleNotFoundError", "evalue": "ignored", "traceback": [ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[0;31mModuleNotFoundError\u001b[0m Traceback (most recent call last)", "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0;32mfrom\u001b[0m \u001b[0mpylayers\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mantprop\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mloss\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 2\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[0;31m# set the temperature to 15deg Celsius\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[0mT\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m15\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5\u001b[0m \u001b[0;31m# set the atmospheric pressure\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", "\u001b[0;32m/usr/local/lib/python3.10/dist-packages/pylayers/antprop/loss.py\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 17\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mscipy\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mio\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 18\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mmatplotlib\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpylab\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0mplt\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 19\u001b[0;31m \u001b[0;32mimport\u001b[0m \u001b[0mpylayers\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgis\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgisutil\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0mgu\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 20\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mpylayers\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mutil\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mproject\u001b[0m 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