{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Link Adaptation\n", "\n", "Link adaptation (LA) is a crucial Layer-2 functionality, optimizing the\n", "performance of a single wireless link by dynamically adjusting the transmission parameters to match the current channel conditions.\n", "\n", "The goal of LA is to:\n", "- Maximize the achieved throughput\n", "- While maintaining the block error rate (BLER) sufficiently small\n", "\n", "Typically, the problem above is simplified to the following:\n", "- Maintain the BLER close to a predefined target value\n", "\n", "where such target value is pre-designed to balance throughput and latency.\n", "\n", "In this notebook, we illustrate how to use two state-of-the-art [LA\n", "techniques available in Sionna SYS](https://nvlabs.github.io/sionna/sys/api/link_adaptation.html), namely:\n", "- [Inner-loop link adaptation (ILLA)](https://nvlabs.github.io/sionna/sys/api/sionna.sys.InnerLoopLinkAdaptation.html), which selects the highest modulation and coding scheme (MCS)\n", " guaranteeing a BLER not exceeding the predefined target value given the current\n", " channel conditions *estimates*;\n", "- [Outer-loop link adaptation (OLLA)](https://nvlabs.github.io/sionna/sys/api/sionna.sys.OuterLoopLinkAdaptation.html), which exploits HARQ feedback to compensate for non-idealities in channel estimates.\n", "\n", "We do so by leveraging the ray-traced channel samples generated by Sionna RT." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Imports\n", "We start by importing Sionna and the relevant external libraries:" ] }, { "cell_type": "code", "metadata": { "execution": { "iopub.execute_input": "2026-02-13T13:56:44.496313Z", "iopub.status.busy": "2026-02-13T13:56:44.496206Z", "iopub.status.idle": "2026-02-13T13:56:47.660222Z", "shell.execute_reply": "2026-02-13T13:56:47.659072Z" } }, "source": [ "# Import Sionna\n", "try:\n", " import sionna.sys\n", " import sionna.rt\n", "except ImportError as e:\n", " import os\n", " import sys\n", " if 'google.colab' in sys.modules:\n", " # Install Sionna in Google Colab\n", " print(\"Installing Sionna and restarting the runtime. Please run the cell again.\")\n", " os.system(\"pip install sionna\")\n", " os.kill(os.getpid(), 5)\n", " else:\n", " raise e\n", "\n", "import torch" ], "execution_count": 1, "outputs": [] }, { "cell_type": "code", "metadata": { "execution": { "iopub.execute_input": "2026-02-13T13:56:47.662962Z", "iopub.status.busy": "2026-02-13T13:56:47.662667Z", "iopub.status.idle": "2026-02-13T13:56:47.677342Z", "shell.execute_reply": "2026-02-13T13:56:47.676335Z" } }, "source": [ "# Additional external libraries\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", "# Sionna components\n", "from sionna.rt import load_scene, Transmitter, Receiver, PlanarArray, \\\n", " RadioMapSolver, PathSolver, subcarrier_frequencies, Camera\n", "from sionna.phy import config\n", "from sionna.phy.mimo import StreamManagement\n", "from sionna.phy.ofdm import ResourceGrid, RZFPrecodedChannel, LMMSEPostEqualizationSINR\n", "from sionna.phy.constants import BOLTZMANN_CONSTANT\n", "from sionna.phy.utils import dbm_to_watt, lin_to_db, db_to_lin\n", "from sionna.sys import PHYAbstraction, InnerLoopLinkAdaptation, OuterLoopLinkAdaptation\n", "from sionna.phy.nr.utils import decode_mcs_index\n", "\n", "# Set random seed for reproducibility\n", "sionna.phy.config.seed = 42\n", "\n", "# Internal computational precision\n", "sionna.phy.config.precision = 'single' # 'single' or 'double'\n", "\n", "# Toggle to False to use the preview widget\n", "# instead of rendering for scene visualization\n", "no_preview = True" ], "execution_count": 2, "outputs": [] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Simulation parameters\n", "\n", "Next, we set the main simulation parameters, common to all our experiments. \n", "A crucial parameters is the BLER target.\n", "Typical values that strike a good trade-off between throughput and latency are\n", "around 10%.\n", "\n", "Note that we assume that the communication occurs in the *downlink* direction between a base\n", "station and a user terminal." ] }, { "cell_type": "code", "metadata": { "execution": { "iopub.execute_input": "2026-02-13T13:56:47.679472Z", "iopub.status.busy": "2026-02-13T13:56:47.679338Z", "iopub.status.idle": "2026-02-13T13:56:47.735551Z", "shell.execute_reply": "2026-02-13T13:56:47.734449Z" } }, "source": [ "# Number of slots to simulate\n", "num_slots = 500\n", "\n", "# BLER target value\n", "bler_target = .1\n", "\n", "# Time/frequency resource grid\n", "carrier_frequency = 3.5\n", "num_subcarriers = 1024\n", "subcarrier_spacing = 30e3\n", "num_ofdm_symbols = 13\n", "\n", "# MCS table index\n", "mcs_table_index = 1\n", "\n", "# 1 base station is considered\n", "num_bs = 1\n", "\n", "# Number of antennas at the transmitter and receiver\n", "num_bs_ant = 1\n", "num_ut_ant = 1\n", "\n", "# Number of streams per base station\n", "num_streams_per_bs = num_ut_ant\n", "\n", "# Base station transmit power\n", "# Low power is sufficient thanks to the lack of interference\n", "bs_power_dbm = 20 # [dBm]\n", "bs_power_watt = dbm_to_watt(bs_power_dbm).item()\n", "\n", "# Noise power per subcarrier\n", "temperature = 294 # [K]\n", "no = BOLTZMANN_CONSTANT * temperature * subcarrier_spacing" ], "execution_count": 3, "outputs": [] }, { "cell_type": "code", "metadata": { "execution": { "iopub.execute_input": "2026-02-13T13:56:47.737701Z", "iopub.status.busy": "2026-02-13T13:56:47.737564Z", "iopub.status.idle": "2026-02-13T13:56:47.792222Z", "shell.execute_reply": "2026-02-13T13:56:47.791317Z" } }, "source": [ "# Transmit power is spread uniformly across subcarriers and streams\n", "tx_power = torch.ones(\n", " [1, num_bs, num_streams_per_bs, num_ofdm_symbols, num_subcarriers],\n", " device=config.device)\n", "tx_power *= bs_power_watt / num_streams_per_bs / num_subcarriers\n", "\n", "# (Trivial) stream management: 1 user and 1 base station\n", "rx_tx_association = np.ones([1, num_bs])\n", "stream_management = StreamManagement(rx_tx_association, num_streams_per_bs)\n", "\n", "# OFDM resource grid\n", "resource_grid = ResourceGrid(num_ofdm_symbols=num_ofdm_symbols,\n", " fft_size=num_subcarriers,\n", " subcarrier_spacing=subcarrier_spacing,\n", " num_tx=num_bs,\n", " num_streams_per_tx=num_streams_per_bs)\n", "\n", "# Subcarrier frequencies\n", "frequencies = subcarrier_frequencies(num_subcarriers=num_subcarriers,\n", " subcarrier_spacing=subcarrier_spacing)" ], "execution_count": 4, "outputs": [] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Generate the channel via Sionna RT\n", "\n", "The user mobility is emulated by placing multiple receivers along a straight\n", "line, defined by its start and end points:" ] }, { "cell_type": "code", "metadata": { "execution": { "iopub.execute_input": "2026-02-13T13:56:47.794684Z", "iopub.status.busy": "2026-02-13T13:56:47.794550Z", "iopub.status.idle": "2026-02-13T13:56:47.797617Z", "shell.execute_reply": "2026-02-13T13:56:47.796780Z" } }, "source": [ "# Start/end 3D position of the users\n", "# You can try and change these values to see how the system behaves\n", "ut_pos_start = np.array([-23, -40, 1.5])\n", "ut_pos_end = np.array([-23, 50, 1.5])\n", "\n", "# Base station position and look-at direction\n", "bs_pos = np.array([32.5, 10.5, 23])\n", "bs_look_at = np.array([22, -8, 0])" ], "execution_count": 5, "outputs": [] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We load a scene to which users and base station are added." ] }, { "cell_type": "code", "metadata": { "execution": { "iopub.execute_input": "2026-02-13T13:56:47.799713Z", "iopub.status.busy": "2026-02-13T13:56:47.799596Z", "iopub.status.idle": "2026-02-13T13:56:47.978488Z", "shell.execute_reply": "2026-02-13T13:56:47.977525Z" } }, "source": [ "# Load a scene\n", "scene = load_scene(sionna.rt.scene.simple_street_canyon)\n", "\n", "# Set the scene parameters\n", "scene.bandwidth = num_subcarriers * subcarrier_spacing\n", "scene.tx_array = PlanarArray(\n", " num_rows=1, num_cols=num_bs_ant, pattern=\"tr38901\", polarization='V')\n", "scene.rx_array = PlanarArray(\n", " num_rows=1, num_cols=num_ut_ant, pattern=\"dipole\", polarization='V')\n", "\n", "# Add a transmitter to the scene\n", "scene.add(Transmitter(\"bs\", position=bs_pos, look_at=bs_look_at, power_dbm=bs_power_dbm, display_radius=3))\n", "\n", "# Emulate moving users by placing multiple receivers along a straight line\n", "step = (ut_pos_end - ut_pos_start) / (num_slots - 1)\n", "# Add users at all future positions at once\n", "for slot in range(num_slots):\n", " scene.add(Receiver(f\"ut{slot}\", position=ut_pos_start + slot * step,\n", " display_radius=1, color=[0, 0, 0]))" ], "execution_count": 6, "outputs": [] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Then, Sionna RT provides the ray-traced channel frequency responses. \n", "For background on Sionna RT, we refer to the related\n", "[tutorials](https://nvlabs.github.io/sionna/rt/tutorials.html)." ] }, { "cell_type": "code", "metadata": { "execution": { "iopub.execute_input": "2026-02-13T13:56:47.980622Z", "iopub.status.busy": "2026-02-13T13:56:47.980486Z", "iopub.status.idle": "2026-02-13T13:56:52.351098Z", "shell.execute_reply": "2026-02-13T13:56:52.349944Z" } }, "source": [ "# Configure Sionna RT\n", "p_solver = PathSolver()\n", "\n", "# Path solver: Compute propagation paths between the antennas of all\n", "# transmitters and receivers in the scene using ray tracing\n", "paths = p_solver(scene, max_depth=8, refraction=False)\n", "\n", "# Transform to channel frequency response (CFR)\n", "# [num_slots, num_rx_ant, num_tx, num_tx_ant, num_ofdm_symbols, num_subcarriers]\n", "h_freq = paths.cfr(frequencies=frequencies,\n", " sampling_frequency=1/resource_grid.ofdm_symbol_duration,\n", " num_time_steps=resource_grid.num_ofdm_symbols,\n", " out_type=\"torch\")" ], "execution_count": 7, "outputs": [] }, { "cell_type": "markdown", "metadata": {}, "source": [ "From the visualization below, we observe that the user moves along a straight line, transitioning from\n", "non-line-of-sight (NLoS) to line-of-sight (LoS) and back to NLoS. " ] }, { "cell_type": "code", "metadata": { "execution": { "iopub.execute_input": "2026-02-13T13:56:52.353386Z", "iopub.status.busy": "2026-02-13T13:56:52.353247Z", "iopub.status.idle": "2026-02-13T13:56:55.546682Z", "shell.execute_reply": "2026-02-13T13:56:55.545652Z" } }, "source": [ "# Compute the Radio Map for the scene and visualize it\n", "rm_solver = RadioMapSolver()\n", "rm = rm_solver(scene, max_depth=8, refraction=False,\n", " cell_size=(1, 1), samples_per_tx=10000000)\n", "\n", "if no_preview:\n", " cam = Camera(position=[0, 0, 250],\n", " orientation=np.array([0, np.pi/2, -np.pi/2]))\n", " scene.render(camera=cam,\n", " radio_map=rm,\n", " rm_metric=\"sinr\")\n", "else:\n", " scene.preview(radio_map=rm, rm_metric=\"sinr\")" ], "execution_count": 8, "outputs": [ { "output_type": "display_data", "data": { "image/png": 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", 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" ] }, "metadata": {} } ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We will next show how link adaptation selects the MCS in response to\n", "the channel quality variations, while maintaining the BLER close to\n", "the target value. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## The principles of link adaptation\n", "\n", "In its general form, link adaptation (LA) accepts as input:\n", "- Previous HARQ feedback (ACK if the transmission was successful, else NACK);\n", "- Estimated channel conditions;\n", "- Scheduling decisions, to determine the number of coded bits;\n", "\n", "and outputs the appropriate modulation\n", "and coding scheme (MCS), where\n", "- Modulation scheme determines the number of\n", "coded bits per symbol;\n", "- Coding scheme defines the coderate.\n", "\n", "Note that the HARQ feedback value depends on the MCS index chosen for the last\n", "slot: the more aggressive the MCS, the higher the chance that the codeword is\n", "not correctly decoded, resulting in a negative (NACK) HARQ message. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "![la.png](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAABzsAAAFqCAYAAACNuzfWAAAAAXNSR0IArs4c6QAAAIRlWElmTU0AKgAAAAgABQESAAMAAAABAAEAAAEaAAUAAAABAAAASgEbAAUAAAABAAAAUgEoAAMAAAABAAIAAIdpAAQAAAABAAAAWgAAAAAAAAFKAAAAAQAAAUoAAAABAAOgAQADAAAAAQABAACgAgAEAAAAAQAABzugAwAEAAAAAQAAAWoAAAAAc4eUXwAAAAlwSFlzAAAywAAAMsABKGRa2wAAQABJREFUeAHs3Qn8FdP/x/FTUlQipUVoz1rhj2RvQ2XLFrJv2fd9LUJ+9i37LolsIVkqW6WyRhQphSiVLZGt/7xH83Xv3DNz92XufZ3H43bvnJk5c+Y5t++9dz5nMYaEAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIBAeQlUK6fTWb58+erO+bRwHus6j4bOo4HzWMN51HQetZzHys6DhAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggEC5CvzjnNgfzmOZ81jqPBateMx3nr90Hl9Xq1btb+e5LFIkg51OULO6o9/eeXR2Hh1WPDZynus7DxICCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCNgF/nKyZzuPj5zHVOfxnvOY4ARAFRSNXIpMsNMJcG7g6O7qPHZxHts4j3rOg4QAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAtkJLHd2n+E8xjiP0c5jnBP8/NV5LvlU0sFOJ8DZ0RHcf8WjTclrUkEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEoi+gIXBfch7DncdIJ/C5pFRPqeSCnU6AU3NsHuI8jnYeGqKWhAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACxRHQvJ+PO4+7naDnhOJUIfioJRPsdIKcbZ1qnuE8DnMeqwZXmTUIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIFAEgQ+dY17nPB5zAp9/FuH4CYcserDTCXJu4tRqgPPo4zyqOw8SAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAgiUrsA3TtWuch7q7flHMatZtGCnE+Rs6Zz4lc5Dc3IS5Czmu4BjI4AAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIJC+wFxnl4HO4wEn6PlP+rtnv0fBg51OkLOuU+0LnIeGrK2V/SlQAgIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIFFHgfefYpzoBzzcLXYeCBjudQOduzgne7jzWKfSJcjwEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEMirwP1O6Wc6Qc8f8nqUmMILEux0gpxrOscc4jz6xhyblwgggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAgggUF4C853TOd4JeD5diNPKe7DTCXR2dU7kIefRrBAnxDEQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQKDoAvc4NTjNCXr+ms+a5C3Y6QQ5qzsVH+A8LnIeeTuOUzYJAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQRKT2CGU6W9nYDnJ/mqWl6CkE6gs75T4aHOo2e+Kk65CCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCBQ8gJLnBoe6QQ8n8hHTdX7MqfJCXS2cgp823kQ6MypLIUhgAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAgggEDmBuk6NH3diiBoNNucppz07nUp2cmr4nPNYK+c1pUAEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEIiywP1O5Y91enn+lauTyFmw0wl0dnUqNdJ51MlV5SgHAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQTKSuAZ52z6OgHPP3JxVjkJdjqBzl5OZZ50HqvkolKUgQACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACZSvwsnNmezoBz9+zPcOsg51OoLObU4kXnEetbCvD/ggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAgggUBECLzpnqYDnn9mcbfVsdnYCnds4+z/rPAh0ZgPJvggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAghUlkBP53SHOfHGlbI57YyDnc6B2zkHfs55MEdnNleAfRFAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBCoTIF9nNO+MZtTzyjY6QQ6GzoHHeU81szm4OyLAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIVLXCSE3s8PVOBtOfsXNGV9BXngF0yPSj7IYAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAisE/nGed3Xm71QMMq2USc/Owc4RCHSmxczGCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCAQIKCYpebvbB6wPjA7rZ6dzgF2d0oaGVgaKxBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAIHMBCY5u23n9PD8K9XdU+7Z6QQ6mziF3ptqwWyHAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIpCHQydn20jS2Nyn37HSCnaOcgnumUzjbIoAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAmkI/O1su73Tu3NiKvuk1LPTCXQe7BRGoDMVUbZBAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAIFMBVZydrzHiU/WTKWApMFOp6CGTkE3pFIY2yCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAJZCmzk7H9BKmUkHcbWCXbe6RR0bCqFsQ0CCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCQA4FlThkbOsPZzg4rKzTY6QQ6Ozo7v+c8kvYADTsI6xBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAIE0BZ50gp37hu2TLNj5irNz97ACWIcAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAgjkSWA7J+A5PqjswB6bTq/OHZ2dCHQGyZGPAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAL5FhgUdoDAYKez0+VhO7IOAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQyLPATk4nza5Bx7AOY+vssK2zw1tBO5GPAAIIIIAAAggggAAC2Qu89tprVYXEvq7K5AUCCCCAAAIIIIAAAmUmsNNOO7ln5D2X2elxOggggAAC+RN41RnKtoet+KBg59POxnvZdiAPAQQQQAABBBBAAAEE0hfwgpkDBw50d/aW0y+JPRBAAAEEEEAAAQQQKB8BBT133FEzqhkzYMAA95l/EEAAAQQQCBDY1Al4fuhflxDsdHp1tnI2+tx5VPdvzDICCCCAAAIIIIAAAgikJuAFMxXc9F6ntidbIYAAAggggAACCCBQuQIEPyv32nPmCCCAQAoCDzrBzsP929mCnVc6G53v35BlBBBAAAEEEEAAAQQQSC6gwCYBzuRObIEAAggggAACCCCAQCoCl156qVEAVA8SAggggEDFC/zmCKztBDx/jJWIC3Y6vTprOCu/ch5NYjfiNQIIIIAAAggggAACCAQLEOAMtmENAggggAACCCCAAAK5ElDgk6Fuc6VJOQgggEBkBU5ygp23xdbeH+zs7ax8PnYDXiOAAAIIIIAAAggggIBdIBdBTq+FujdPkf1I5CKAAAIIIIAAAgggUB4Cr7/+utH36GwSQc9s9NgXAQQQiLzAO06wc8vYs/AHOx9yVh4SuwGvEUAAAQQQQAABBBBAIF4g0yCnApu6MaPkBTnjS2YJAQQQQAABBBBAAIHKEdD3ai/wmUkQlKBn5bxXOFMEEEDAJ9DaCXjO8vKqgp3OELa1nMwFzqOet5JnBBBAAAEEEEAAAQQQiBfo0qVL1Q2Z+DWJSwQ3E03IQQABBBBAAAEEEEAgTMAbpnbgwIFhm8WtI+gZx8ECAgggUAkC5zvBzsHeicYGO3d2Ml/yVvCMAAIIIIAAAggggAAC/wnopkuqN1y8ICe9N//z4xUCCCCAAAIIIIAAAukKpBP4JOCZri7bI4AAApEWmOgEO7fxziA22HmDk3mat4JnBBBAAAEEEEAAAQQQ+Fcgld6cBDh5tyCAAAIIIIAAAgggkD+BVBsfEvTM3zWgZAQQQKCEBP526tLICXguVp2qx1Rs15jXvEQAAQQQQAABBBBAoOIFNH9QskCngpzjxo1zH/TkrPi3DAAIIIAAAggggAACeRJQsNOZis0omBmWNBqL1yM0bDvWIYAAAghEWmAlp/Y9vDNwe3Y6HxJrORmar5OEAAIIIIAAAggggAACjoAX6AzDUJCTAGeYEOsQQAABBBBAAAEEEMiPQLKenvTwzI87pSKAAAIlJDDE6dl5ourj9ezctoQqR1UQQAABBBBAAAEEECiqgG6cqEdnUFKAU63KCXQGCZGPAAIIIIAAAggggEB+BfSdPayXp3p4hn2nz2/tKB0BBBBAoAACVbFNL9hZNYlnAQ7OIRBAAAEEEEAAAQQQKFmBZC3EvSFrS/YEqBgCCCCAAAIIIIAAAhUioO/uYUPbarQWp9eP0XYkBBBAAIGyE2jvfAbU1Vl5wc6OZXeKnBACCCCAAAIIIIAAAmkKqOW3WoDbknpxMmytTYY8BBBAAAEEEEAAAQSKK6BgZrJengQ8i3uNODoCCCCQBwHFONur3BorCu+w4pknBBBAAAEEEEAAAQQqUkAtvoOSF+gMWk8+AggggAACCCCAAAIIFFfAC2YGNV708r3tiltbjo4AAgggkCMBxTcnVne6eDZwXjTJUaEUgwACCCCAAAIIIIBA5ATC5vJRC3H16CQhgAACCCCAAAIIIIBAaQsokBk2GosCngQ7S/saUjsEEEAgTYFNtL26eLZMc0c2RwABBBBAAAEEEECgbAR0s0Nz+diSAp3cDLHJkIcAAggggAACCCCAQGkKeKOyBA1rq4Bn0Pf/0jwjaoUAAgggECLgxjg1jC3BzhAlViGAAAIIIIAAAgiUr4ACmd5wVv6zDGsR7t+WZQQQQAABBBBAAAEEECgtAa/Rou37vkZ2cUY8LK0KUxsEEEAAgUwE3Binenaul8ne7IMAAggggAACCCCAQJQFCHRG+epRdwQQQAABBBBAAAEEkgvoO39QD8+wqSySl8wWCCCAAAIlIuDGOBXsbFgiFaIaCCCAAAIIIIAAAggUREDDVtlaeOvguhmioa9ICCCAAAIIIIAAAgggEH0BBTxt3+/1m0DrSAgggAACkRao6/TUr1XN+edu5zSOjvSpUHkEEEAAAQQQQAABBNIQqFatmnVr5ui0spCJAAIIIIAAAggggEDkBfgNEPlLyAkggAACQQLrqGdn/aC15COAAAIIIIAAAgggUG4CQcNVEegstyvN+SCAAAIIIIAAAggg8J/AuHHj/luIeaURX9TLk4QAAgggEFmB+gp21ops9ak4AggggAACCCCAAAJpCGiYKtuNDA1rxRBWaUCyKQIIIIAAAggggAACERPQd37m74zYRaO6CCCAQGoCtVZybuoc4WzbOrXt2QoBBBBAAAEEEEAAgegKBPXqnD17dnRPipojgAACCCCAAAIIIIBASgLe3J2vv/66dXtvvXUlmQgggAACpSrwoHp2rlyqtaNeCCCAAAIIIIAAAgjkSiCo52bQcFa5Oi7lIIAAAggggAACCCCAQOkI6HeBLajJcLalc42oCQIIIJCmwMo1nB2qpbkTmyOAAAIlJzBr1izz3nvvmW+++ca0bNnSbLzxxu5z9epq00FKJvDhhx+aMWPGxG2mL/6bb755XF7swg033GCWL18em2UOPPBA07Rp07g8FhIFsEs0IQeBfAvohoZuXviThrGy3ejwb8cyAggggAACCCCAAAIIlI+AGjxWq5Z4W1y/Gfh9UD7XmTNBAIGKEahWzblR/ZpzujtWzClzokUVmDRpkvEPE1evXj3Tq1evjOq1dOlSM3LkyIR9t9lmG7Peeusl5Kebsccee5gvvvjCXHXVVUavs0kKxmmOsCVLlphffvnFfej1r7/+6j7++OMP8+eff5pVVlnFNG7cuOrRpEkTs91225mGDRtmc3jrvtOnTzfDhg0zU6ZMcYOEChSqbvXr1zeNGjVyHxtuuKF7fTTsn+pWSunrr782J554onnjjTfMjz/+mFC12rVrG9V/8uTJhqBnAk9cxpAhQ1zL2Mwtt9zStYvNi30tU3+wc8KECaZz586xm/HaIoCdBYUsBPIsYLuRoUP6/47luRoUjwACCCCAAAIIIIAAAiUiENQgUoFQAp4lcpGoBgIIIJCaQBf17CQhUDCB22+/3Tz44INxx9too40yDnYuXLjQ7UkWV6Cz8Nhjj2Ud7Hz33XfNc8895xZ91113ZR3sVKDzqKOO8lc1peUaNWqY7t27u+fap08fs9pqq6W0X9BGr776qjn33HPdnpC2bebPn2/0UFJvv1tvvdUocHjAAQeYQYMGlUTPvVGjRplDDz3ULFq0yHYKbp6C4TVr1iTQGSgUvuLvv/8O34C1CCCAQEQEdBPDltSrk4QAAggggAACCCCAAAKVKaDfCZq7U/fsYhO9O2M1eI0AAghEQ4DxHaNxnahlEQTuvPPOqqO+9NJLVcG/qswCvvjrr7/M6NGjzWGHHWY22GADox6ymST12jzuuOPMzjvvHBjoDCpXgcP77rvPtGvXzlx55ZXmn3/+Cdo07/nqhbjbbruFBjq9ShxxxBHeS54RQAABBCpUQDcw/EmBzqAgqH9blhFAAAEEEEAAAQQQQKA8BWwNIBX89AdAy/PsOSsEEECgfAQIdpbPteRMciigoKCGd/WSgo2PPPKIt1jU53nz5pkdd9zR3H///WnVQ0PmqneogrjZDNmnci688ELTr18/I5dCJ/XmPf/88wPPYfXVV68abnfVVVc1ffv2LXQVOR4CCCCAQAkJKKDJjYoSuiBUBQEEEEAAAQQQQACBEhLQcLW2IWvVu5OEAAIIIBAdAYKd0blW1LSAAo8++qg7t2bsIR966KHYxaK+XrZsmTnyyCPdoTZSqYjmA9Xwt5q7MldJQwXvu+++7jyjuSozlXIuv/xy8/PPPydsqjlVNS+q5u5UQHbatGlm7NixRnPCkhBAAAEE0heYtuBZ89c/y9LfMQJ70KszAheJKiKAAAIIIIAAAgggUCABencWCJrDIIAAAnkUqJHHsikagcgKaI5Of5o6dap5//33zWabbeZfldXygQceaDbeeGOjHonqUfr999+7DwXuJk6cGNiDUQc977zz3G2SVeCUU04xmqfTljT/p+biVA/Itm3bmvr165vFixebOXPmmBdffNGMGDHCzJw507arefbZZ80VV1xRsGEAv/zyS3PHHXck1OWEE05w5xWtVq2au26llVYymguWhAACCCCQucArMy81T396gunS8jzTaZ1jTY3qtTIvrIh70iK7iPgcGgEEEEAAAQQQQACBCAh4vTv9I8Iwd2cELh5VRAABBFYIEOzkrYCAT+Cdd94JnM/ywQcfzHmw8+abbzYNGzb01eLfxa+++sodTveGG24w3333XcI2b7/9tnnmmWfMXnvtlbDOy1DA1Ba81Xp9mdPwvM2aNfM2d58VAG3evLnZYYcdzKBBg9xA4sUXX+wGY+M2dBY0f+fee+9tOnTo4F+V82XNuaZeqrGpcePGZvDgwcYLdMau4zUCCCCAQHYCvyybZ0ZOP8WMmz04kkFP25yc+uyz5Wcnxd4IIIAAAggggAACCCAQZQH17vQHO/3LUT4/6o4AAgiUuwDD2Jb7Feb80hbQnJZBScPb/vnnn0Grc56/7rrrmnPOOceMGTPGrLnmmtby1fsyKP3999/m+OOPt/YO7dWrl1uuP9DpL0u9JE899dTAIWHl0b9/f/9ueVm29TA9+uijjYKzJAQQQACB/Al4Qc/Bb7Yy4+feEpnhbW29OjXvNQkBBBBAAAEEEEAAAQQQiBVQo0hbIuBpUyEPAQQQKD0Bgp2ld02oUREFNIys5qIMShpiNiy4GLRftvkaklWBVluyBQC97Z588knz4YcfeotVz61bt3bLq1499T8BW2yxhduL1NaDUj1M1SM23+mLL75IOATD1SaQkIEAAgjkTSBKQc+gmxL06szb24OCEUAAAQQQQAABBBCItIAt4GlrQBnpk6TyCCCAQJkKpB7pKFMATguBWIGhQ4eaJUuWxGYlvNZQtsVIXbp0MTVr1kw4tC0A6G109913ey/jns844wx3jtC4zBQWVIeDDz7YumXQULnWjTPMtJ3rWmutlWFpibtpiFwNHfzuu++a6dOn570XbyGPp16+X3/9tRuUnjZtmvn9998TAfKQ888//5hPPvnEne/2m2++yZupyp48ebIb3NfcrsuXL8/D2fxX5LJly4yOqcYEer/o9V9//fXfBrxCoMwFohD0tAU7NTQVCQEEEEAAAQQQQAABBBCwCdh+L9h+V9j2JQ8BBBBAoLgCzNlZXH+OXmICqQTsnn/+ebNo0SLToEGDgtZegc4NNtjATJ06Ne64Cs4pkKXhZmPT7Nmz3WFqY/P0uk6dOoEBS/+2tmXN0amgsIJYsWnYsGFG84+ussoqsdlZvR4+fLi59957q8rwn7tWnH322aZRo0ZV2+hF165dzXnnnReXF7SwYMEC9xjPPfecmTRpUtx51ahRw7Rp08Z133DDDc0+++xj/u///i+oqJTyC3m8pUuXunO+6nq98cYb7vvEq6R66K6zzjpmk002SdnK2zfZs4LS+r8kTwUCYxsQ6LhbbbWV2X333c0hhxxi1ltvvWTFJazX0MkjRowwb775pvn444/dxw8//BC3Xf369d3jdOrUyey5555m8803j1uf7oIC008//bR5+eWXzauvvmrmzp2bUEStWrXM9ttvb3bddVfTr18/06RJk4Rtss3Q/LRjx45NKKZbt27m3HPPTcgnA4F8C3hBz1Kc01PzPJMQQAABBBBAAAEEEEAAgVQF1LNTD3+AU8vKJyGAAAIIlK5ANaf3y2tO9Zi8qHSvUVnV7PDDDzf+npEahlQ9zTJJCjg0b948YVcNRdu3b9+E/LCMKVOmuMGR2G0UXFx11VXdXmmx+bfccos56aSTYrOSvr7vvvvMUUcdlbCdhsZt2LBhQr4to23btsY/bK2Clxp+1z+87PXXX2/OPPPMhGKOOeYYNxCVsCKNDPXw9H/x0+4TJkwwnTt3TqOk8E13220388ILL4RvZFl70EEHuQFZy6qqLAWv/ve//7kP+aWSNOzvySefbC6//PK05wkt9PEUkDv22GONgt6pJAXq1FsxNilAqGBlUJKHvwfldttt5/aw1PkmSwqM6z16/vnnu0H4ZNvrOmlO3ZtuusntpZpse2+96qn/r1dccYWpW7eul53Ss3prPvDAA+41twU4gwpZeeWV3eC43isKmPuTzS7Z/x8FrW09q+vVq2cmTpxoGNLZr8xytgI3TtjUfLskcSj0sHJXq7W26dLyPNNpnWNNjeq1wjbN+zr/56IO6P+blfdKcAAEEEAAAQQQQAABBBCIlIDtnpcCnePGjYvUeVBZBBBAoMIEulSvsBPmdBEIFLD16lTQTL35/MkfsPWvz8eyAlG2wJUCsrYbuupVZ0v9+/e3ZaeVt99++1m31zCiUUgLFy403bt3NxdffLEbKE61zurNqkCbgkrPPPNMqruZQh9PvW979Ohhfb8EVdof6AzaLln+W2+9ZVIJdKocDaWrAOSOO+5o1OM1Wdpss83cnrwajjedpOumXse6bt9++23Ku6q3aM+ePY0aCKQT6NQB1PtUjS7at29vZs2alfIxgzbU/62jjz46YbV6dD/++OMEOhNkyCiWgNfTc/Cbrcz4ubeYv/6Jb0RRqHrZ5uXUDQoSAggggAACCCCAAAIIIBAmYBvKNmx71iGAAAIIlIYAwc7SuA7UosgCP//8szvcp78aBx54oNl777392e68h5qHsJDp7bffjhuG1Du2hle1JVuwUz1Isx2GVccK6r2p3rGlnhR43Hrrrd0hUDOtq4Jtffr0Ma+88krSIgp9PPUkvPDCC5PWq5Q2UO/Rbbfd1qiXc1hSYD+bpCGfUx3eWHNw6n2iHrLZJM0pm+2Q1/PmzTN77bWXdZ7VG2+80eyyyy7ZVJF9EciLQKkEPWNPTg0rSAgggAACCCCAAAIIIIBAmICtkaRtdLOwMliHAAIIIFB4AebsLLw5R/QJaEg5DRWZScp0P/+xHn30UfPrr7/GZWteQW/4SQUUP/3007j16t159dVXx+Xla+HHH380Rx55pLV425cwzSk6Z86chO2bNWuWkJdJhjw0DKd/3s7p06dnUlzgPppPUoFoLymA6+81qLr4hwEOCoqpt92+++5rNKekLakX3jbbbGM0XLDeWwoyffDBB+58l7bt1eNPc0YGDY1a6OM98cQT5pJLLrFV1c3T+3mLLbZwA976fzd+/Hj33PzzXQYWkMaKxo0bu/NyKriuXpEaqvr99983CjjakoZnPvTQQ82oUaOsPZW1j3pq2YY1XmONNcz6669fdd1mzJjhXhf5+9PDDz9sTjzxxIQhq2O3037qvfzZZ5/FZle91tDROi8N86veoosXL3bn0tWcsjpPb5hM/R956KGHzOqrr161b7ov1PtVgU5bj1SdR7rDaad7fLZHIFsBL+hZ6Dk9ma8z2yvH/ggggAACCCCAAAIIVK6A7rX5A5xaVj4JAQQQQKA0BQh2luZ1qahaKYio+e2KmTQPoD9pCFsvqXenhtuMTY888ojRcKEaRjKfScG0M844wzoUpgI8hx12WMLhg3rIrb322gnbZpKhuRZbtmyZEDRUUDaXafDgwXHFKVirAGRsUk9G21DDsdt4rzUUie0GuOY81LGOO+44a6BNATYFNv0BJwWU1VPw1ltv9Q4R91zI46knoupvSwrO3XvvvQnz2J599tlub0oNefvhh+nNy2c7jvL03tCQsQrO+/9vKDiuuWQ1fLCCeP40evRoc9tttwUG8BSo1Tyuzz//vLvr/vvv7zY4aNGihb8oN9ip/xvvvfde3DoFIvX/ScPtBiVdU82BaUvqGabhaZs0aWJbbRRo1VywmqNX85Fm+0NI8/zaekyrN6eGVCYhEBWBQgc9/Tcm5GQb2jYqftQTAQQQQAABBBBAAAEEiitAsLO4/hwdAQQQSCbAMLbJhFhf9gKaC0+992KTgjR9+/atyrIF0xR0y3aISx3g5ZdfNhMmTDDqFameZArCPPnkk27AaPvtt3fn/AsaLlXB1ho1EtssBPXUy1XPTtW7fv36eopLuQ52xhWe5cL8+fOtwaGmTZu6gbHjjz/eGujUYXv37u322LP1GB0yZIi7zl+9Qh/vnHPOcXsY+uvRrl07ox6xse/n2G00zKq+sHfq1Ck2O+PX6smowLA/0KkC1dPxrLPOcv+/qVekLV111VUJvXdjt1OwQr0qFRgdPny4sQU6tb16BWvoZ52/PymQ6e8h7G2jnqdBwevzzz/fjBkzJjDQqTLUAEGBZQWPBw0a5BWb0bMs1Ovcn9SbVOduM/ZvyzICpSbgBT2LPadnqblQHwQQQAABBBBAAAEEECgdAdsUGLbG86VTY2qCAAIIIECwk/dAxQvcddddCQZdunSJC2hsttlmbk9G/4Yayjbb1K9fP3e+Qg3HqkCJApwaavXUU08N7X2m3qa2+URVn6BgZ656duoYq622mp7i0k8//RS3XEoLGnJ46dKlcVVS8E09dNddd924fNuCgrt33HFHwir1FLTNj1rI46mH6eOPP55Qt9q1a5uxY8eajTfeOGFdbIaGgdUQsrlI66yzTtJi9D4fMWKEWXXVVRO2VSOCoUOHJuR7GQp0vvPOOynNU6ke4/4e2SpHPUxtwzxr3TXXXGMNhKrBQzo9uTt06GBq1qypIjNKI0eONBdddFHCvhqy+bnnnstqaNyEQslAoAgC+Qx6qgGHP2Xby9pfHssIIIAAAggggAACCCBQvgL8fijfa8uZIYBA+Qokdgkr33PlzBBIENB8kBqS0p9ih7D11imweN1113mL7vMzzzxjFODLZk6+uAJTXDj88MONbehdb3f//KNe/pprrum9zPrZ1qNU81yqx1w2QZ6sKxZQgHrC+dPRRx9tunbt6s8OXFbLvj322MMoEBWbNE+jPxXyeBr61TZ/7emnn25y2ZvXf47ZLGsYZA0Xq6F+/Um+RxxxhD87o2UFKRVU/e233+L2nzVrljvHZ2ymAte2npTqQZltL83Y4yR7rffTwQcfnDAnrv5fPf3006ZVq1bJiija+jfn3GgWLv28aMfnwLkV+GnZ17kt0FKaF/TM5ZyetmCnrWW2pTpkIYAAAggggAACCCCAAAJWAdvvDOuGZCKAAAIIFEWAYGdR2DmoX6Bnz57+rJSWFcDI5suGepD5A4Oac9DWY9IW7NTx1aNOw3YWImnIUfX2OuWUU0IPpx59trR48WJbdkZ5GqbVnxQALcVAp4JH/rk+Vfc999zTfwpJlzXcqz/YqXlVY1Ohj6chXf1J7xUNbVvK6dxzz3XntvT3stTQMOp9qZ636SQFfL/88kt3Llk1QtCwwxryVUPdam7g2KRgpz9p6NlFixb5s40aF9iGME7YMAcZOr4C6r/88ktCaXfffbfZbrvtEvJLKWPagmfM7B9eL6UqUZeICOQj6BmRU6eaCCCAAAIIIIAAAgggUGIC9OwssQtCdRBAAIEUBAh2poDEJvkVUDBi1KhRGR1k7ty5pnnz5hntq51svSN79epl7anZuXNno2Fg/UEzDWVbiGCnAiBPPPFESsHEoJ6mX3+du14633zzTYJ7vXr1EvJKISMoIK65UW2BwrA6T506NWG1v2dnIY+3cOFCd85Rf6U0LG2pXg+vrrVq1TLqbaV5PmOThmFWAFS9P8OSAqLqma39Z86c6e7j7+GqYyxbtiyhGH+AVRu88cYbCdspQ0NNFyL9+eef7hDWtkCshtbO1VDDhTgXjoFApgIEPTOVYz8EEEAAAQQQQAABBBBAAAEEEECgcgUIdlbuta/4M588ebJRTy5/sg1hq22qVatm9tprLzNkyJC4XcaPH+8GWtq0aROXn+qCet9pbkH1RFNPUQVTX3zxxYTd3377bbNkyRKTylC0moPRlmwBStt2yfJUT1sPuKDjJisv3+uDgrz33XdfTg7tnyO1kMfTe1jDr/pToXoi+o+b7rLm77QlBXHDgp0aQvriiy+2Bnpjy7MFOrVewy3701dffeXPcpdbt25tzc91pnps2/4m6Tj6/68gaCkPYZtrD8qrbAGCnpV9/Tl7BBBAAAEEEEAAAQQQQAABBBBAIB2B9MYITKdktkWgxAVsvTrVI7J3796BNdf8f7bk75lm2yYo7+yzz3bnA7zlllvMPffcY55//nmjoVL9acGCBUbbppKCgo5BQbhUyozdJihoGtSjNHbfYryWXT7TOuusE1d8IY+noKAttWvXzpZdcnlB9Qw6r++++85svfXWpk+fPkkDnemerC2Ar2GZ/dc33XJT3T4o0Kn91cDg+OOPT7UotkOgbAS8oOfgN1uZ8XNvMX/9k9hT23+yGgrbnxiGyi/CMgIIIIAAAggggAACCIQJ2H5DBI3kFVYO6xBAAAEECiNAsLMwzhylxATUi1LDX/qT5uXUnJ1BaYcddjANGjRIWP3www9be9clbJhChuYpVCBW81/6k3oi2m7i+rdr1qyZdQjTfAc7ddxSTLYgVi7r6e+BWMjjBQUFo9IDUEND25KGdPUn9aDdeeedzaRJk/yrqpb1/0Y9MfWjZNNNNzUaxjbVZJvTVoHOdOcOTfV46W738ssvG80zTEKgEgUyCXpWohPnjAACCCCAAAIIIIAAAggggAACCFSiQGI0pRIVOOeKE1DAYOnSpQnnHTSErbehAil77rmn8Q9/+uWXX7pBSFurL2/fdJ47duxoTj31VHPdddcl7Na/f393qMuwII6G3N18882Nv8WZgrwTJ040mn80m/Tuu+9ad99yyy2t+cXOXGmllRKqULt2bXPbbbcl5GeS4R/mtJDHCxqm1T93ZSbnVYh9ggLD/t7JOk/Np/vRRx9Zq9W9e3dz2WWXGb0HYxsKKGiqXqAvvPCCdb/YTNt1sw13G7tPvl537drVfPLJJ0Y9WWPT6aefbnr27JnScNax+/EagXIR8IKe42YPNl1anmc6rXOsqVE99UYN5eLAeSCAAAIIIIAAAggggAACCCCAAAII/CdAsPM/C15VkIBtCFud/jXXXGOuv/76UImxY8da1z/44INubzLrygwyBw4caJ544gkzd+7cuL1nzJhhrrzySqP1YWmLLbZICHZqew2Vm02w859//jG333679dA6Zimmhg0bJlTr999/NwcccEBoT96EnVLMKOTxmjdvbq3V7NmzTYsWLazrSikzaJ7M+vXrx1Xz8ccfd+etjMt0FrSd1inYaUuaD7dOnTq2VQl5tl7bGrJZ75WwHt8JBWWZoWCm5iTV3L2aJzg2ff/99+ass85KaHARuw2vEagEAS/oOefHCabvJg+blarzlbYSrjvniAACCCCAAAIIIIAAAggggAACCNgEGMbWpkJeWQtoCMypU6daz1HDRCrAEPYI6kk3YsQI8+uvv1rLzSRTARrN42lLgwcPNp9++qltVVXe9ttvX/U69sXw4cPNL7/8EpuV1mvZzJw507pPqfbsXGuttRLqq6Dt559/npCfi4xCHq9t27bWKs+aNcuaX2qZQUMrN2rUKK6qtgC7Apn6fxcU6IwrIIUFW7Bz+fLlppCWOpennnrKaK5Q9SJXr1R/uv/++60NGfzbsYxAOQu0WGN7c8z/jTEHdRhGoLOcLzTnhgACCCCAAAIIIIAAAggggAACCKQgQLAzBSQ2KS+BoF6d2Z7lkiVLzJNPPpltMXH777HHHgk9u7SBhtbUcLYKxAQl9Q6z9TBUQHbYsGFBuyXNv/nmm63baAhfW5DPunGBM9u0aWM9YrKAsXWnFDILeTwdS8MW+9Nnn33mzyrJZVsgUfNkNm7cuKq+Ckpr+GV/uuSSS4yGe81VateunbWoadOmWfNznak5gZ999tm4XqRq8LDaaqslHEr//4MaXiRsTAYCZSTgBTmP3+oN06ZB7v7/lxERp4IAAggggAACCCCAAAIIIIAAAghUnADBzoq75JV9wpqzUj0b85U0lG2uk4IddevWTSj2zTffdIekTVixIkO93oLmINVclZnM6ag5BF955RXrIS+88EJrfilk9ujRw1oNDVmsHp65ToU8nuYeXXvttRNO4d577zV6v5dymjdvnhvc89dxm222icuyBUS1gRoD5DJ16dLFWpyGjc7H+8R/sKuuusroesamZs2amSuuuCI2y32tYPagQYMS8slAoFwFCHKW65XlvBBAAAEEEEAAAQQQQAABBBBAAIHsBZjgKHtDSoiQwCOPPGKWLl2aUON99tnHbL311gn5YRkaSlLBv9j02muvuXNsrrfeerHZWb1WL7fLLrvMnHHGGQnlnHPOOW7AJ7YXXOxGRx99tLn11lsTAjUaxveiiy4yGg431aTAWd++fa29SbfaaqucDSWaan3S2U4Bo4033tj4e+hpSOMhQ4aYk046KZ3ikm5b6OOtv/76RnNLxqZFixa511cBtFJNqpvmw/SnXXfdNS4raNjlTTbZJG67oIVUA5Wa47R169bmiy++iCvqgw8+MAoeH3PMMXH5uV6w9dDVMU488UTz8MMPmylTpsQd8n//+5858MADzUYbbRSXzwIC5SSgIGeP1gPoxVlOF5VzQQABBBBAAAEEEEAAAQQQQAABBHIsQLAzx6AUV9oCd911l7WC11xzjWnZsqV1XVBmjRo1zOmnnx63WkEVBSVy3cvxlFNOcct9//334473448/mlNPPdU89thjcfneQvv27c1RRx1l7r77bi+r6lmBEgV2UgngLFiwwOy///7m448/rto/9sUFF1wQu1iSr+V07LHHJtRN10pzI6677roJ62wZixcvNtOnTzf+3of+bQt5vOOPP96MHTvWXwVz0003mX79+plUgoKZ9PRNOKCT8ffff9uyE/LUM9H2vtTQywrgxaagYYG//fZbo8ByWHr11VfNc889l7DJd999l5CnjJNPPtmcdtppCev0PunWrZtp1apVwjpbxuzZs93g+m677WZbnVZe9erVjf52bbHFFnG+Gs5a72n18g4KlKZ1IDZGoIQECHKW0MWgKggggAACCCCAAAIIIIAAAggggECJCzCMbYlfIKqXO4G3337bqEejP6lHZ7qBTpWx9957+4tylx966CFrfjaZK620ktFcowp6+JOG5R01apQ/u2pZQ3DWr1+/atl7ofk+FSg57rjjzPz5873suGf1ulPwVsGy119/PW6dt6B1uR5O1Cs7l89HHHGEG9z1l/nzzz+bzTbbzCS7bgriqRdo27Zt3Xkig4ZW9cov5PH23Xdfa/D1t99+cwNk6sEbFoRUEP3qq6/2qp7VswKFQUFxFayg6rXXXms233xz65yTJ5xwQtycldpHPRc1LLM/KWAflh5//HE3kG2b29L2t0BlKfhvm3v2+++/Nx06dHB7SofNlateqOeff77ZcMMNzX777Rf4fyus3rZ1m266qTUIO378eDcQatuHPASiKMBwtVG8atQZAQQQQAABBBBAAAEEEEAAAQQQKK4APTuL68/RCyigYKEtBc1rads2Nk9D1Wr41smTJ8dmG/VYmzhxouncuXNcfrYLW265pVEgSMPS+pOGuVSAqU6dOv5VRj3ltM/BBx9sHYJWLvfdd5/Zfffd3aDmmmuuaTQE6syZM80LL7xgFAwMSir7gQceiESvMvXEVe+4XXbZJWG+Up3vYYcdZjTnqoLYGvJWQU31nP3000/dxxNPPGE++uijKgoNK/zMM89ULftfFPp41113nfU9p0Cfgm+qf58+fdwg3AYbbGBUv7feesuMHj3aPPXUUwlDHfvPJ9Xld9991ygwp57ACqTLUUPs6v2k4WFVjw8//NBanALnqqs/1axZ06iX8nvvvRe36uabb3bfe9ondijnCRMmmBtuuMGMGDEibvvYhRkzZrhD6K6yyiqx2e6cmepxKit/UPPXX391e34OGzbM/f+i94mCmurRrXNS/fT/IbbXqHrXqsFBLtLAgQPdc5ozZ05cceedd54b1G3SpElcfjEWtm9+munYeP9iHJpj5kFg7Owrzc/LvslDyYlF0pMz0YQcBBBAAAEEEEAAAQQQQAABBBBAAIHUBKo5N3NfczbdMbXN2QqB7AQOP/xwN6AUW4p6bfnnUoxdH/Z67ty5pnnz5gmbaFhXzS/pJc03ufbaayfM16kekwrExAZKvH1Sedbwt5o305/69+9v7rjjjrhsBRQ1pKw/qceYgoapJAUeFVyZN29ewuZnnnmm22MuYcWKjKC6Bm2fLF9zib788stufZJtm6v1GrLUf+4KaGnO1VSTrouGfc1F0vn36NEjtKhCHu+AAw4w6umbq6TelwpeBiX1NPYHBIO2TZavQL16XwcNuavhaHfeeWfr8TSEqwJ9CtRraFsNNZxK0nC5Q4cOtQbrNWxtLoKUq6++ujuPb7169eKqZLNTkDZZIwk1QLANjatepOrJSkIglwI3TtjUfLvE3jghV8fJR5CzS5cuRnNox6Zx48aZnXbaKTaL1wgggAACCCCAAAIIIIBAoAC/KwJpWIEAAgiUokCXxDExS7Ga1AmBLAU0FOvSpUsTStEXl0wDnSosKMimgJOGgM11UsDkxhtvtBarfP+cnrEbnn322UZza+Zibj/11lOvQAVeo5bU21C9/hTozjZNmjQpaRGFPJ56rm6//fZJ61RqG2jYWAUiggKdqm/37t3dnqK2uivgqiCnGk3YAp0q1zYMrnpoqhGALV1xxRXm0ksvta1KK08NLXScXKXevXu7w+P6y1OP2eeff96fzTICJSvAcLUle2moGAIIIIAAAggggAACCCCAAAIIIBA5AYKdkbtkVDgTAQWBbCnTIWy9slq1auXO9+gte88a/vTZZ5/1FnP6rB5cPXv2TChTczJqDs6wuRkVwHnllVesvWETCgzJUA8yW4/akF1KapXmlXzppZdMixYtMqqXrvs999xj1PsvlVSo4ykYrvM69NBDU6lW1TZ169bNaN7aqgJWvOjYsaM/K+ly165djXo0apjmZEmByXT/z6pBgoaV1pC3tvT555/bst28AQMGuMPuqhdzJqlp06bm8ssvD2wUkUmZ2kdD46rHqD9pOOslS5b4s1lGoKQECHKW1OWgMggggAACCCCAAAIIIIAAAggggEBZCBDsLIvLGJ2TUA8uf7Ll+bdJdzm2TA0Taxsmt1atWu78jOmW7d9+33339We5ywrgxKZGjRrFLrqvNXRn7dq1E/KTZdx2221m1VVXTdjsnXfeMW+++WZCfmxGt27d3Lknr732WqNhSjNJCqbZetBlUla2+9hcUylTDpq3UfOZao7JZKlBgwZG1/rRRx9152XVkMTp9JIt1PH0vtDco+p5q16Aep8HJb33FDzXvKR6P2huzNiHrTdkUFkaGviDDz5wh6Ldc889jX/Y1tj9VMdevXq5PRHHjBlj2rRpE7s68LX+v2jYWfViDLvuKl/n/vrrr7tzXCqYqx62ClBrrt10kq65AqLySeV9Im8NRat6am7Niy66KKVhqvVeSnU4awVRbUPsalhvzb9KQqAUBQhyluJVoU4IIIAAAggggAACCCCAAAIIIIBAeQgwZ2d5XEfOAoGMBT777DPz3nvvuXNhav5SzQu6yiqrGAWWFKzR/Ke2pDkSFQDq16+fbXXk8jQX6JQpU8z8+fPNokWL3GFPFXzSQwGy9u3bpxXcTAZQqOOpp5/mwtQwrwsWLHCva7t27YwemgM1nYCt/5wGDRrkZqmM008/PS5wr6FlZ82a5Q6trPeY3k8KUGru3K222soarPeXH7as8mfOnOm+d/WsgKYaOeicOnXq5L6Hg/bXPKTTp093A/YaknnXXXcN2jQhX9dN+8tSDSkUENb7Qw/1dtaw2NmYJhyQDASKKJCLOTvzMSdnMhLm1kkmxHoEEEAAAQQQQAABBBBIJsDvimRCrEcAAQRKSqALwc6Suh5UBoHSElBAaa+99jIjR44MrNgGG2xgdt99d7ennoZ3VcDJ1us0sABWIIAAAgiUpEA2wc5iBDk9RG5KeBI8I4AAAggggAACCCCAQKYC/K7IVI79EEAAgaIIdKlRlMNyUAQQiISAeqg98sgj7rCctqGAdRLqIaeH5lP0koZHrVHjvz8vw4cPT6v3nFcOzwgggAAC0RIoZpAzWlLUFgEEEEAAAQQQQAABBBBAAAEEEEAgVwL/RSNyVSLlIIBAWQmsttpq5rnnnjMHHHCAmTx5ckrntnTp0rjtYgOfcStYQAABBBAoCwGCnGVxGTkJBBBAAAEEEEAAAQQQQAABBBBAIJIC1SNZayqNAAIFFWjZsqWZOHGiueOOO0z9+vXTPraGuiUhgAACCJSfgIKcx/zfGHP8Vm+YNg26lt8JckYIIIAAAggggAA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)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In the following, we will create a layer-2 functionality that \n", "- Computes the SINR from the input channels;\n", "- Selects the MCS index via a general link adaptation algorithm (We will study\n", " different choices later on);\n", "- Generates the HARQ feedback via the [PHYAbstraction](https://nvlabs.github.io/sionna/sys/api/abstraction.html) functionality." ] }, { "cell_type": "code", "metadata": { "execution": { "iopub.execute_input": "2026-02-13T13:56:55.583192Z", "iopub.status.busy": "2026-02-13T13:56:55.583052Z", "iopub.status.idle": "2026-02-13T13:56:56.345674Z", "shell.execute_reply": "2026-02-13T13:56:56.344555Z" } }, "source": [ "# Initialize the PHYAbstraction object\n", "phy_abs = PHYAbstraction()\n", "\n", "# XLA compile for speed-ups\n", "@torch.compile\n", "def la_step(la,\n", " h,\n", " sinr_eff_feedback,\n", " harq_feedback):\n", " \"\"\"\n", " Computes the SINR, select the MCS index, and generate the HARQ feedback for a\n", " single step of the link adaptation algorithm. \n", " \"\"\"\n", "\n", " # Compute SINR\n", " # Note that downlink is assumed\n", " precoded_channel = RZFPrecodedChannel(resource_grid=resource_grid,\n", " stream_management=stream_management)\n", " h_eff = precoded_channel(h, tx_power=tx_power, alpha=no)\n", "\n", " lmmse_posteq_sinr = LMMSEPostEqualizationSINR(resource_grid=resource_grid,\n", " stream_management=stream_management)\n", "\n", " # [batch_size, num_ofdm_symbols, num_effective_subcarriers, num_rx, num_streams_per_rx]\n", " sinr = lmmse_posteq_sinr(h_eff, no=no)[0, ...]\n", "\n", " # Number of allocated streams\n", " num_allocated_re = torch.sum(\n", " (sinr > 0).int(), axis=[-4, -3, -1])\n", "\n", " # Select MCS index via ILLA\n", " mcs_index = la(num_allocated_re=num_allocated_re,\n", " sinr_eff=sinr_eff_feedback,\n", " mcs_table_index=mcs_table_index,\n", " mcs_category=1, # downlink\n", " harq_feedback=harq_feedback)\n", "\n", " # Send bits and collect HARQ feedback\n", " _, harq_feedback, sinr_eff, *_ = phy_abs(\n", " mcs_index,\n", " sinr=sinr,\n", " mcs_table_index=mcs_table_index,\n", " mcs_category=1) # downlink\n", "\n", " return mcs_index, harq_feedback, sinr_eff" ], "execution_count": 9, "outputs": [] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Next, we write the function for simulating the process defined above over multiple time steps and recording the output.\n", "\n", "Note that we offer the option of noisy channel quality estimates." ] }, { "cell_type": "code", "metadata": { "execution": { "iopub.execute_input": "2026-02-13T13:56:56.348123Z", "iopub.status.busy": "2026-02-13T13:56:56.347830Z", "iopub.status.idle": "2026-02-13T13:56:56.353081Z", "shell.execute_reply": "2026-02-13T13:56:56.352123Z" } }, "source": [ "def run(la,\n", " noise_feedback=None):\n", " \"\"\"\n", " Calls the link adaptation and physical abstraction blocks over multiple time\n", " steps and records the history of MCS indices and HARQ feedback.\n", " Allows for the introduction of noise in the channel estimates.\n", " \"\"\"\n", "\n", " # Initialize history\n", " mcs_index_hist = np.zeros((num_slots))\n", " harq_feedback_hist = np.zeros((num_slots))\n", " se_la_hist = np.zeros((num_slots))\n", " se_shannon_hist = np.zeros((num_slots))\n", " sinr_eff_db_hist = np.zeros((num_slots))\n", "\n", " # Initialize HARQ feedback to -1 (missing)\n", " harq_feedback = - torch.tensor(1, dtype=torch.int32)\n", "\n", " # Initialize SINR feedback\n", " sinr_eff_db_true = torch.tensor([0.0])\n", "\n", " for i in range(num_slots):\n", " # [num_rx_ant, num_tx, num_tx_ant, num_ofdm_symbols, num_subcarriers]\n", " h = h_freq[i, ...]\n", " h = h[None, None, ...]\n", " # Noisy channel estimate\n", " if noise_feedback is not None:\n", " sinr_eff_db_feedback = sinr_eff_db_true + noise_feedback[i]\n", " else:\n", " sinr_eff_db_feedback = sinr_eff_db_true\n", "\n", " # Link Adaptation\n", " mcs_index, harq_feedback, sinr_eff_true = la_step(\n", " la,\n", " h,\n", " sinr_eff_feedback=db_to_lin(sinr_eff_db_feedback),\n", " harq_feedback=harq_feedback)\n", " sinr_eff_db_true = lin_to_db(sinr_eff_true)\n", "\n", " # Spectral efficiency\n", " mod_order, coderate = decode_mcs_index(\n", " mcs_index,\n", " table_index=mcs_table_index,\n", " is_pusch=False)\n", "\n", " if harq_feedback == 1:\n", " se_la = mod_order.to(dtype=coderate.dtype) * coderate\n", " else:\n", " se_la = torch.tensor([0])\n", "\n", " # Shannon capacity\n", " se_shannon = torch.log2(1 + sinr_eff_true)\n", "\n", " # Record history\n", " mcs_index_hist[i] = mcs_index[0].cpu().numpy()\n", " harq_feedback_hist[i] = harq_feedback[0].cpu().numpy()\n", " se_la_hist[i] = se_la[0].cpu().numpy()\n", " se_shannon_hist[i] = se_shannon[0].cpu().numpy()\n", " sinr_eff_db_hist[i] = sinr_eff_db_true[0].cpu().numpy()\n", "\n", " return sinr_eff_db_hist, mcs_index_hist, harq_feedback_hist, \\\n", " se_la_hist, se_shannon_hist" ], "execution_count": 10, "outputs": [] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Inner-Loop Link Adaptation (ILLA)\n", "\n", "The simplest form of link adaptation is the so-called [inner-loop link adaptation (ILLA)](https://nvlabs.github.io/sionna/sys/api/sionna.sys.InnerLoopLinkAdaptation.html), which selects the\n", "highest MCS whose corresponding BLER does not exceed a predefined BLER target. \n", "\n", "Importantly, ILLA does *not* rely on any feedback loop, such as HARQ feedback, and\n", "fully relies on the estimated channel conditions." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ 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] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Perfect channel estimate\n", "\n", "Next, we will run ILLA over the ray-traced scenario defined at the beginning of the\n", "notebook.\n", "\n", "We assume that the channel estimate is perfect: ILLA observes the true\n", "effective SINR. \n", "Clearly, this assumption is not realistic and will be lifted later on." ] }, { "cell_type": "code", "metadata": { "execution": { "iopub.execute_input": "2026-02-13T13:56:56.355349Z", "iopub.status.busy": "2026-02-13T13:56:56.355229Z", "iopub.status.idle": "2026-02-13T13:57:08.155375Z", "shell.execute_reply": "2026-02-13T13:57:08.154308Z" } }, "source": [ "# Initialize the ILLA object\n", "illa = InnerLoopLinkAdaptation(phy_abs,\n", " bler_target=bler_target)\n", "\n", "# Simulate ILLA over multiple time steps\n", "sinr_eff_db_hist, mcs_illa_ideal, harq_illa_ideal, se_illa_ideal, se_shannon = \\\n", " run(illa)" ], "execution_count": 11, "outputs": [] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can now visualize the results:" ] }, { "cell_type": "code", "metadata": { "execution": { "iopub.execute_input": "2026-02-13T13:57:08.157623Z", "iopub.status.busy": "2026-02-13T13:57:08.157494Z", "iopub.status.idle": "2026-02-13T13:57:08.162472Z", "shell.execute_reply": "2026-02-13T13:57:08.161706Z" } }, "source": [ "def plot(sinr_eff_db_hist, se_la_hist, se_shannon_hist, harq_feedback_hist,\n", " noise_feedback=None, fig=None, label=None, linestyle='-'):\n", " is_first_plot = fig is None\n", " if fig is not None:\n", " axs = fig.get_axes()\n", " else:\n", " fig, axs = plt.subplots(3, 1, sharex='col', sharey='row',\n", " figsize=(5, 9))\n", " if is_first_plot:\n", " for ax in axs.flat:\n", " ax.yaxis.set_tick_params(labelleft=True)\n", " ax.xaxis.set_tick_params(labelbottom=True)\n", " ax.grid()\n", "\n", " if is_first_plot:\n", " axs[0].plot(sinr_eff_db_hist, label='true')\n", " if noise_feedback is not None:\n", " noise_fb = noise_feedback.numpy() if torch.is_tensor(noise_feedback) else noise_feedback\n", " axs[0].plot(sinr_eff_db_hist + noise_fb,\n", " ':', label='noisy feedback')\n", " axs[0].set_ylabel('SINR [dB]')\n", " axs[0].set_xlabel('Slot')\n", " axs[0].legend()\n", "\n", " axs[1].plot(se_la_hist[:], linestyle=linestyle, label=label)\n", " if is_first_plot:\n", " axs[1].plot(se_shannon_hist, '--k', label='Shannon capacity')\n", " axs[1].set_ylabel('Spectral efficiency [bps/Hz]')\n", " axs[1].set_xlabel('Slot')\n", " axs[1].legend()\n", "\n", " if is_first_plot:\n", " axs[2].plot([0, num_slots - 1], [bler_target]\n", " * 2, '--k', label='BLER target')\n", " axs[2].plot(1 - np.cumsum(harq_feedback_hist) / np.arange(1, num_slots + 1),\n", " linestyle=linestyle, label=label)\n", " axs[2].set_ylabel('Achieved BLER')\n", " axs[2].set_xlabel('Slot')\n", " axs[2].legend()\n", " fig.tight_layout()\n", " return fig, axs" ], "execution_count": 12, "outputs": [] }, { "cell_type": "code", "metadata": { "execution": { "iopub.execute_input": "2026-02-13T13:57:08.164429Z", "iopub.status.busy": "2026-02-13T13:57:08.164313Z", "iopub.status.idle": "2026-02-13T13:57:08.395365Z", "shell.execute_reply": "2026-02-13T13:57:08.394382Z" } }, "source": [ "fig, axs = plot(sinr_eff_db_hist, se_illa_ideal,\n", " se_shannon, harq_illa_ideal, label='ILLA')\n", "fig.suptitle('Inner Loop Link Adaptation (ILLA)\\nPerfect channel estimate',\n", " fontsize=16, y=1)\n", "fig.tight_layout()\n", "plt.show()" ], "execution_count": 13, "outputs": [ { "output_type": "display_data", "data": { "image/png": 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", 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" ] }, "metadata": {} } ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that the MCS evolution follows closely the one of the effective SINR: the higher\n", "the SINR, the higher the supported MCS index, hence the higher the spectral efficiency.\n", "\n", "Moreover, the BLER is fairly close to the target.\n", "\n", "However, the perfect channel estimate assumption is unrealistic: In real\n", "systems, the channel estimate is noisy and performed intermittently over time.\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Imperfect channel estimation\n", "\n", "We now address a more realistic scenario, where the channel estimates are noisy.\n", "We will observe that ILLA struggles in this scenario." ] }, { "cell_type": "code", "metadata": { "execution": { "iopub.execute_input": "2026-02-13T13:57:08.397368Z", "iopub.status.busy": "2026-02-13T13:57:08.397240Z", "iopub.status.idle": "2026-02-13T13:57:10.700328Z", "shell.execute_reply": "2026-02-13T13:57:10.699347Z" } }, "source": [ "from sionna.phy.utils import normal\n", "\n", "noise_feedback_std = 1.5\n", "noise_feedback = normal(\n", " size=[num_slots], dtype=torch.float32, std=noise_feedback_std)\n", "\n", "# Simulate ILLA over multiple time steps\n", "sinr_eff_db_hist, mcs_illa_noisy, harq_illa_noisy, se_illa_noisy, se_shannon = \\\n", " run(illa, noise_feedback=noise_feedback)" ], "execution_count": 14, "outputs": [] }, { "cell_type": "code", "metadata": { "execution": { "iopub.execute_input": "2026-02-13T13:57:10.703110Z", "iopub.status.busy": "2026-02-13T13:57:10.702979Z", "iopub.status.idle": "2026-02-13T13:57:10.933217Z", "shell.execute_reply": "2026-02-13T13:57:10.932203Z" } }, "source": [ "fig, axs = plot(sinr_eff_db_hist, se_illa_noisy, se_shannon,\n", " harq_illa_noisy, noise_feedback=noise_feedback, label='ILLA')\n", "fig.suptitle('Inner Loop Link Adaptation (ILLA)\\nImperfect channel estimate',\n", " fontsize=16, y=1)\n", "fig.tight_layout()\n", "plt.show()" ], "execution_count": 15, "outputs": [ { "output_type": "display_data", "data": { "image/png": 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", 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" ] }, "metadata": {} } ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In the presence of noisy channel estimates, ILLA is no longer able to maintain\n", "the BLER close to the target value.\n", "\n", "This is expected: ILLA fully relies on the provided estimates and does not even\n", "attempt to adjust its behavior based on the achieved BLER.\n", "\n", "To this aim, a feedback-driven outer-loop is introduced in the following." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Outer-Loop Link Adaption (OLLA)\n", "\n", "In contrast to ILLA, the [outer-loop link adaptation (OLLA)](https://nvlabs.github.io/sionna/sys/api/sionna.sys.OuterLoopLinkAdaptation.html) algorithm (see [[1]](#references)) introduces\n", "a simple closed-loop mechanism that adjust its behavior based on the HARQ\n", "feedback. This is realized by introducing an offset value applied to the effective SINR\n", "estimate, which varies according to the observed HARQ feedback. \n", "Such a simple and effective mechanism enables the BLER to converge asymptotically to\n", "the predefined target value." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "![olla.png](data:image/png;base64,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] }, { "cell_type": "code", "metadata": { "execution": { "iopub.execute_input": "2026-02-13T13:57:10.935388Z", "iopub.status.busy": "2026-02-13T13:57:10.935253Z", "iopub.status.idle": "2026-02-13T13:57:10.938387Z", "shell.execute_reply": "2026-02-13T13:57:10.937725Z" } }, "source": [ "# Instantiate an OLLA object\n", "olla = OuterLoopLinkAdaptation(phy_abs,\n", " num_ut=1,\n", " bler_target=bler_target)" ], "execution_count": 16, "outputs": [] }, { "cell_type": "markdown", "metadata": {}, "source": [ "After instantiating the OLLA object, we can now run OLLA across multiple time\n", "steps on the ray-traced scenario defined at the beginning of the notebook." ] }, { "cell_type": "code", "metadata": { "execution": { "iopub.execute_input": "2026-02-13T13:57:10.940579Z", "iopub.status.busy": "2026-02-13T13:57:10.940466Z", "iopub.status.idle": "2026-02-13T13:57:15.718533Z", "shell.execute_reply": "2026-02-13T13:57:15.717487Z" } }, "source": [ "sinr_eff_db_hist, mcs_olla, harq_olla, se_olla, se_shannon = \\\n", " run(olla, noise_feedback=noise_feedback)" ], "execution_count": 17, "outputs": [] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally, we visualize the results and compare them with ILLA." ] }, { "cell_type": "code", "metadata": { "execution": { "iopub.execute_input": "2026-02-13T13:57:15.720742Z", "iopub.status.busy": "2026-02-13T13:57:15.720614Z", "iopub.status.idle": "2026-02-13T13:57:15.993586Z", "shell.execute_reply": "2026-02-13T13:57:15.992652Z" } }, "source": [ "fig, axs = plot(sinr_eff_db_hist, se_illa_noisy, se_shannon, harq_illa_noisy,\n", " noise_feedback=noise_feedback, label='ILLA')\n", "fig.suptitle('Inner Loop Link Adaptation (ILLA)\\nImperfect channel estimate',\n", " fontsize=16, y=1)\n", "fig, axs = plot(sinr_eff_db_hist, se_olla, se_shannon, harq_olla,\n", " noise_feedback=noise_feedback, fig=fig, label='OLLA', linestyle='-.')\n", "fig.suptitle('Imperfect CQI feedback',\n", " fontsize=16, y=1)\n", "fig.tight_layout()\n", "plt.show()" ], "execution_count": 18, "outputs": [ { "output_type": "display_data", "data": { "image/png": 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", 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" ] }, "metadata": {} } ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We observe that OLLA succeeds in maintaining the BLER close to the target value,\n", "although the channel estimates are noisy. \n", "\n", "This occurs thanks to the closed-loop mechanism that adjusts the effective SINR\n", "according to the observed HARQ feedback." ] }, { "cell_type": "markdown", "metadata": { "vscode": { "languageId": "plaintext" } }, "source": [ "## Conclusions\n", "\n", "The [OuterLoopLinkAdaptation](https://nvlabs.github.io/sionna/sys/api/sionna.sys.OuterLoopLinkAdaptation.html)\n", "(OLLA) class adjusts the MCS index to maintain a\n", "target BLER. \n", "By applying a feedback loop that adjusts the SINR estimate based on the\n", "observed BLER, OLLA is resilient to noisy channel quality feedback. \n", "In contrast,\n", "[InnerLoopLinkAdaptation](https://nvlabs.github.io/sionna/sys/api/sionna.sys.InnerLoopLinkAdaptation.html)\n", "(ILLA) lacks this robustness but serves as a key subroutine within OLLA.\n", "\n", "\n", "## References\n", "\n", "[1] K. I. Pedersen, G. Monghal, I. Z. Kovacs, T. E. Kolding, A. Pokhariyal, F.\n", "Frederiksen, P. Mogensen. \"Frequency domain scheduling for OFDMA with limited\n", "and noisy channel feedback.\",\" 2007 IEEE 66th Vehicular Technology Conference,\n", "pp. 1792-1796, 2007. " ] } ], "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": "3.12.12" } }, "nbformat": 4, "nbformat_minor": 2 }