{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "396318f1-442c-4ac3-b364-1fbcb0d8d382",
   "metadata": {},
   "source": [
    "# Illustration of a noise model\n",
    "\n",
    "To create noise simulation on a track, we use the same method describes in *Create realistic synthetic track* Notebook and dont l'approche is described in [Ripley (2009)] and also employed in [Ménéroux (2022)]. \n",
    "\n",
    "This tutorial is going to illustrate of the noise model on a 30-meter-radius continuous circle, on a piecewise linear building with a diameter of 10 meter and on a path with a length of approximately 300 meters. \n",
    "\n",
    "To generate noise simulation in tracklib, you need to create a kernel with a scope and then apply the noise method to a track by configure the amplitude:\n",
    "<br/>\n",
    "<div class=\"alert alert-block alert-info\" style=\"padding:1em\">\n",
    "    \n",
    "```python\n",
    "  kernel = tkl.GaussianKernel(50)\n",
    "  amplitude = 2\n",
    "  noised_track = track.noise(amplitude, kernel)\n",
    "```\n",
    "</div>\n",
    "\n",
    "<br/>\n",
    "\n",
    "<div>\n",
    "<b>References:</b><ul>\n",
    "<li>[Ripley (2009)] - Ripley, B.D., 2009. Stochastic simulation. vol. 316. Hoboken, NJ: John Wiley & Sons.</li>\n",
    "<li>[Ménéroux (2022)] - Méneroux, Y., Maidaneh Abdi, I., Le Guilcher, A., & Olteanu-Raimond, A. M. (2022). Is the radial distance really a distance? An analysis of its properties and interest for the matching of polygon features. International Journal of Geographical Information Science, 37(2), 438–475. https://doi.org/10.1080/13658816.2022.2123487</li>\n",
    "</ul>    \n",
    "</div>\n",
    "\n",
    "<br/>"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2a3a54bc-1b96-443b-b7c4-68ec0d769ed4",
   "metadata": {},
   "source": [
    "## As usual, let's start by defining our environment\n",
    "\n",
    "The first task is only useful for the online notebook and import the local tracklib code source. It's not necessary if tracklib is installed from PyPI."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "09942818-c67c-43a7-af6b-5ebfe84d376b",
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import os.path\n",
    "import sys\n",
    "\n",
    "#-------------------------------------------------------\n",
    "# Import de tracklib\n",
    "module_path = os.path.abspath(os.path.join('../../..'))\n",
    "if module_path not in sys.path:\n",
    "    sys.path.append(module_path)\n",
    "\n",
    "import tracklib as tkl"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ad14902d-487d-4e34-8d90-ff06bafe9520",
   "metadata": {},
   "source": [
    "The following two imports are necessary for the tutorial:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "8c9f4043-1f0e-4b09-81c2-5a1818a53d13",
   "metadata": {},
   "outputs": [],
   "source": [
    "import math\n",
    "import matplotlib.pyplot as plt\n",
    "from random import random, randint"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "987c2786-1d17-4009-9785-768d943b4323",
   "metadata": {},
   "source": [
    "## Loading a building, a circle and a path"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "397769f5-9956-4a5f-9a6e-64f4242275b3",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated track from 02/11/2025 12:03:04 to 02/11/2025 13:03:04 [720 pts, 62.83m]\n",
      "Generated track from 20/07/2046 04:48:07 to 20/07/2046 05:48:07 [100 pts, 147.76m]\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 864x288 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# ----------------------------------------------------------\n",
    "# The building\n",
    "param = tkl.TrackFormat({'ext': 'WKT', 'id_wkt': 0, 'separator': ',', 'header': 1})\n",
    "batis = tkl.TrackReader.readFromFile(\"../../../data/radial/bati_bdtopo.wkt\", param)\n",
    "#bati1 = batis[234]\n",
    "bati = batis[305]\n",
    "\n",
    "# ----------------------------------------------------------\n",
    "# The circle\n",
    "def x_t(t):\n",
    "    return 10*math.cos(2*math.pi*t)\n",
    "def y_t(t):\n",
    "    return 10*math.sin(2*math.pi*t)\n",
    "circle = tkl.generate(x_t, y_t, dt=5)\n",
    "tkl.resample(circle, 0.1, 1, 1)\n",
    "#if not ((circle.getX()[-1] == circle.getX()[0]) and (circle.getY()[-1] == circle.getY()[0])):\n",
    "#    circle.addObs(circle[0])\n",
    "\n",
    "# ----------------------------------------------------------\n",
    "# The path\n",
    "tkl.seed(14380247)\n",
    "sentier = tkl.generate(0.20)\n",
    "    \n",
    "# ----------------------------------------------------------\n",
    "#   PLOT\n",
    "COLORS = ['limegreen', 'deeppink', 'darkorange']\n",
    "def plotData(track, i, title):\n",
    "    ax = plt.subplot2grid((1, 3), (0, i))\n",
    "    ax.plot(track.getX(), track.getY(), color=COLORS[i], linestyle='-')\n",
    "    ax.set_title(title)\n",
    "    ax.set_xticks([])\n",
    "    ax.set_yticks([])\n",
    "\n",
    "plt.figure(figsize=(12, 4))\n",
    "plotData(bati, 0, 'Building')\n",
    "plotData(circle, 1, 'Circle')\n",
    "plotData(sentier, 2, 'Path')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "069c4a48-4a7e-4470-8ed4-300307d09859",
   "metadata": {},
   "source": [
    "## Generate noise\n",
    "\n",
    "On the code below, the correlation scope is around 10 m, meaning that, in a logarithmic scale a value of -1 corresponds to 1m ($10^{-1}*10m$) while a value of 2 corresponds to 1000m ($10^2*10m$).\n",
    "\n",
    "We will vary the covariance scope from 0.1 (white noise process) to 500 m (global translation), for a same amplitude level of 5 meters. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "2ae57a6d-b09b-4235-8307-ea865d838679",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": [
     "nbsphinx-thumbnail"
    ]
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1080x720 with 15 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "tkl.seed(123)\n",
    "\n",
    "# ----------------------------------------------------------\n",
    "#   NOISE\n",
    "\n",
    "N = 5\n",
    "SCOPES = [0.1, 1, 5, 10, 500]\n",
    "amplitude = 5\n",
    "\n",
    "BATIS = []\n",
    "CIRCLES = []\n",
    "SENTIERS = []\n",
    "for i in range(N):\n",
    "    kernel = tkl.GaussianKernel(SCOPES[i])\n",
    "    \n",
    "    BATIS.append(bati.noise(amplitude, kernel))\n",
    "    CIRCLES.append(circle.noise(amplitude, kernel))\n",
    "    SENTIERS.append(sentier.noise(amplitude, kernel))\n",
    "\n",
    "# ----------------------------------------------------------\n",
    "#   PLOT\n",
    "\n",
    "COLORS = ['limegreen', 'deeppink', 'darkorange']\n",
    "def plotDataWithNoise(data, DATAS, i):\n",
    "    for (j,d) in enumerate(DATAS):\n",
    "        ax = plt.subplot2grid((3, N), (i, j))\n",
    "        ax.set_title('covariance scope:' + str(SCOPES[j]))\n",
    "        ax.plot(data.getX(), data.getY(), color=\"royalblue\", linestyle='--')\n",
    "        ax.plot(d.getX(), d.getY(), color=COLORS[i], linestyle='-')\n",
    "        ax.set_xticks([]) \n",
    "        ax.set_yticks([]) \n",
    "\n",
    "\n",
    "plt.figure(figsize=(3*N, 2*N))\n",
    "plotDataWithNoise(bati, BATIS, 0)\n",
    "plotDataWithNoise(circle, CIRCLES, 1)\n",
    "plotDataWithNoise(sentier, SENTIERS, 2)\n",
    "plt.show()\n"
   ]
  }
 ],
 "metadata": {
  "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": "3.10.12"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
