{ "cells": [ { "cell_type": "markdown", "metadata": { "id": "M44wAJykgnKv" }, "source": [ "# FMCW Radar 205 - mmWave Atmospheric Absorption\n", "[![](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/matt-chv/mmWrt/blob/main/docs/FMCW-Radar-205_mmWave_Atmospheric_Absorption.ipynb)\n" ] }, { "cell_type": "markdown", "metadata": { "id": "LqrKvULqYhvL" }, "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." ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "id": "6S5xkJbXgmji" }, "outputs": [], "source": [ "%matplotlib inline\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", "try:\n", " from pyMPM import MPM\n", "except:\n", " !pip install git+https://github.com/cchwala/pyMPM.git\n", " from pyPPM import MPM" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "id": "nwswtNV5nFTR" }, "outputs": [], "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" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 582 }, "id": "lAiFlDZcgxzL", "outputId": "013c5bee-dee3-46e2-e387-dab930e342d1" }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "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)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": { "id": "29nJU7IJzCGC" }, "source": [ "## INFRARED RANGE\n", "300 GHz to 400 THz" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 500 }, "id": "Kle21TVIyuiq", "outputId": "fa29aacc-24d2-462f-a39f-2b9e73f8605d" }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "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)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": { "id": "BpPQ8bopzuAF" }, "source": [ "## NIR\n", "Near-infrared 214–400 THz" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 500 }, "id": "FomY0Xszzxnl", "outputId": "2aa83686-47c2-4b72-d040-ffb81531ec72" }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "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)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "last checked: 2026-06-27\n" ] } ], "source": [ "from datetime import datetime as dt\n", "print(f\"last checked: {dt.now().date()}\")" ] }, { "cell_type": "markdown", "metadata": { "id": "vIP903Gj0LD5" }, "source": [ "## BACK-UP / PLAYGROUND\n", "below does not work or not tested" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "kTgvWTDF2ztE", "outputId": "5908a20c-8e98-421d-d936-b8925db231f3" }, "outputs": [ { "name": "stdout", "output_type": "stream", "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" ] } ], "source": [ "!pip install git+https://github.com/pylayers/pylayers.git" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "XnlcS9vV3846", "outputId": "d1634740-1d33-47be-9986-45d85397a6a8" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "antprop exploit gui\t location mobility __pycache__\tsimul\n", "em\t gis\t __init__.py measures network signal\tutil\n" ] } ], "source": [ "!ls /usr/local/lib/python3.10/dist-packages/pylayers" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "DREUC7km3ooy", "outputId": "8ccd630f-75d3-4dab-d460-9fdefd37c875" }, "outputs": [ { "name": "stdout", "output_type": "stream", "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" ] } ], "source": [ "!pip install -r https://raw.githubusercontent.com/pylayers/pylayers/master/requirements.txt" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 542 }, "id": "_8ddxEAy20H9", "outputId": "6c7ad223-d2b0-4218-9131-d0731338edc4" }, "outputs": [ { "ename": "ModuleNotFoundError", "evalue": "ignored", "output_type": "error", "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 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], "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": { "provenance": [], "toc_visible": true }, "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.10.9" } }, "nbformat": 4, "nbformat_minor": 4 }