{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "af663b9b",
   "metadata": {},
   "source": [
    "## Configuring DMRS\n",
    "This notebook shows different DMRS configurations"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "a6dcc507",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import scipy.io\n",
    "\n",
    "from neoradium import Carrier, PDSCH, Grid\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "288316d4",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Carrier Properties:\n",
      "  startRb: 0\n",
      "  numRbs: 5\n",
      "  Cell Id: 1\n",
      "  Active Bandwidth Part: 0\n",
      "  Bandwidth Parts: 1\n",
      "  Bandwidth Part 0:\n",
      "    Resource Blocks: 5 RBs starting at 0 (60 subcarriers)\n",
      "    Subcarrier Spacing: 30 KHz\n",
      "    CP Type: normal\n",
      "    bandwidth: 1800000 Hz\n",
      "    symbolsPerSlot: 14\n",
      "    slotsPerSubFrame: 2\n",
      "    nFFT: 128\n",
      "\n"
     ]
    }
   ],
   "source": [
    "carrier = Carrier(numRbs=5, spacing=30)  # 5*12*30000 = 1,800,000 Hz\n",
    "carrier.print()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "387474f9",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "PDSCH Properties:\n",
      "  mappingType: A\n",
      "  nID: 1\n",
      "  rnti: 1\n",
      "  numLayers: 2\n",
      "  numCodewords: 1\n",
      "  modulation: 16QAM\n",
      "  portSet: [0, 1]\n",
      "  symSet:   0   1   2   3   4   5   6   7   8   9  10  11  12  13\n",
      "  prbSet:   0   1   2   3   4\n",
      "  interleavingBundleSize: 0\n",
      "  PRG Size: Wideband\n",
      "  Bandwidth Part:\n",
      "    Resource Blocks: 5 RBs starting at 0 (60 subcarriers)\n",
      "    Subcarrier Spacing: 30 KHz\n",
      "    CP Type: normal\n",
      "    bandwidth: 1800000 Hz\n",
      "    symbolsPerSlot: 14\n",
      "    slotsPerSubFrame: 2\n",
      "    nFFT: 128\n",
      "  DMRS:\n",
      "    configType: 1\n",
      "    nIDs: []\n",
      "    scID: 0\n",
      "    sameSeq: 1\n",
      "    symbols: Single\n",
      "    typeA1stPos: 2\n",
      "    additionalPos: 0\n",
      "    cdmGroups: [0, 0]\n",
      "    deltaShifts: [0, 0]\n",
      "    allCdmGroups: [0]\n",
      "    symSet: [2]\n",
      "    REs (before shift): [0, 2, 4, 6, 8, 10]\n",
      "    epreRatioDb: 0 (db)\n",
      "\n"
     ]
    }
   ],
   "source": [
    "# Create a 2-layer PDSCH with Mapping Type A (default) using All Symbols and PRBs in the BWP (default)\n",
    "pdsch = PDSCH(carrier.curBwp, numLayers=2)\n",
    "pdsch.setDMRS()     # Default DMRS settings\n",
    "pdsch.print()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "a2d73826",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'GridSize': 1680, 'UNASSIGNED': 1620, 'DMRS': 60}"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Get a resourse grid from the PDSCH object. This creates a Grid object and populates it with the DMRS values\n",
    "grid = pdsch.getGrid()\n",
    "\n",
    "grid.getStats() # Print some statistics about the grid"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "3174f842",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Draw grid map for all layers, one slot and one PRB (reRange=(0,12))\n",
    "grid.drawMap(pdsch.portSet, reRange=(0,12))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "78bbba1d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Lets see an example of DMRS with double symbol (symbols=2) - (Drawing only for one layer)\n",
    "pdsch.setDMRS(symbols=2)\n",
    "pdsch.getGrid().drawMap()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "67a4a3a5",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Using 2 additional symbol positions for DMRS (additionalPos=2)\n",
    "pdsch.setDMRS(additionalPos=2)  # Using setDMRS \n",
    "pdsch.getGrid().drawMap(title=\"DMRS with 2 more symbol allocations (additionalPos=2)\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "fd3ecb9e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Same as above but starting at 3rd position (typeA1stPos=3)\n",
    "# Note that this works only for PDSCH with Mapping Type A\n",
    "pdsch.setDMRS(additionalPos=2, typeA1stPos=3)\n",
    "pdsch.getGrid().drawMap(title=\"Starting at symbol index 3 (typeA1stPos=3)\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "138b4cc4",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Now lets see an example of DMRS Config Type 2 and double DMRS symbols (symbols=2)\n",
    "pdsch.setDMRS(configType=2, symbols=2)\n",
    "pdsch.getGrid().drawMap(title=\"Config Type=2 with double DMRS symbols\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "5b8ef592",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Using 2 additional symbol positions for DMRS (additionalPos=2)\n",
    "pdsch.setDMRS(configType=2, additionalPos=2)\n",
    "pdsch.getGrid().drawMap(title=\"Config Type=2, single DMRS symbols, 2 more symbol allocations\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "5e3f2093",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Same as above but starting at 3rd position (typeA1stPos=3)\n",
    "# Note that this works only for PDSCH with Mapping Type A\n",
    "pdsch.setDMRS(configType=2, additionalPos=2, typeA1stPos=3)\n",
    "pdsch.getGrid().drawMap(title=\"Starting at symbol index 3 (typeA1stPos=3)\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "60c7e8ab",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "PDSCH Properties:\n",
      "  mappingType: B\n",
      "  nID: 1\n",
      "  rnti: 1\n",
      "  numLayers: 2\n",
      "  numCodewords: 1\n",
      "  modulation: 16QAM\n",
      "  portSet: [0, 1]\n",
      "  symSet:   0   1   2   3   4   5   6   7   8   9  10  11  12\n",
      "  prbSet:   0   1   2   3   4\n",
      "  interleavingBundleSize: 0\n",
      "  PRG Size: Wideband\n",
      "  Bandwidth Part:\n",
      "    Resource Blocks: 5 RBs starting at 0 (60 subcarriers)\n",
      "    Subcarrier Spacing: 30 KHz\n",
      "    CP Type: normal\n",
      "    bandwidth: 1800000 Hz\n",
      "    symbolsPerSlot: 14\n",
      "    slotsPerSubFrame: 2\n",
      "    nFFT: 128\n",
      "  DMRS:\n",
      "    configType: 1\n",
      "    nIDs: []\n",
      "    scID: 0\n",
      "    sameSeq: 1\n",
      "    symbols: Double\n",
      "    typeA1stPos: 2\n",
      "    additionalPos: 1\n",
      "    cdmGroups: [0, 0]\n",
      "    deltaShifts: [0, 0]\n",
      "    allCdmGroups: [0]\n",
      "    symSet: [0 1 8 9]\n",
      "    REs (before shift): [0, 2, 4, 6, 8, 10]\n",
      "    epreRatioDb: 0 (db)\n",
      "\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Now using a PDSCH with mapping type B (DMRS symbols are relative to PDSCH start symbol)\n",
    "pdsch = PDSCH(carrier.curBwp, mappingType='B', numLayers=2)\n",
    "\n",
    "# Default DMRS settings with 1 additional symbol positions, double symbols\n",
    "pdsch.setDMRS(additionalPos=1, symbols=2) \n",
    "pdsch.print()\n",
    "pdsch.getGrid().drawMap(title=\"Mapping Type B, double DMRS symbols, additionalPos=1\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "fc15bee4",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Now using Config Type 2 (still with Mapping Type B)\n",
    "pdsch.setDMRS(configType=2, additionalPos=3)                # 3 additional symbol positions\n",
    "pdsch.getGrid().drawMap(title=\"Mapping Type B, configType=2, additionalPos=3\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b635edc1",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "74b274f7",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "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": "3.9.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}