{ "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", "execution_count": 1, "metadata": { "execution": { "iopub.execute_input": "2026-08-07T09:18:18.010777Z", "iopub.status.busy": "2026-08-07T09:18:18.010660Z", "iopub.status.idle": "2026-08-07T09:18:21.996487Z", "shell.execute_reply": "2026-08-07T09:18:21.995408Z" } }, "outputs": [], "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" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "execution": { "iopub.execute_input": "2026-08-07T09:18:21.998889Z", "iopub.status.busy": "2026-08-07T09:18:21.998568Z", "iopub.status.idle": "2026-08-07T09:18:22.002544Z", "shell.execute_reply": "2026-08-07T09:18:22.001773Z" } }, "outputs": [], "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" ] }, { "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", "execution_count": 3, "metadata": { "execution": { "iopub.execute_input": "2026-08-07T09:18:22.004502Z", "iopub.status.busy": "2026-08-07T09:18:22.004381Z", "iopub.status.idle": "2026-08-07T09:18:22.064873Z", "shell.execute_reply": "2026-08-07T09:18:22.063875Z" } }, "outputs": [], "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" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "execution": { "iopub.execute_input": "2026-08-07T09:18:22.066823Z", "iopub.status.busy": "2026-08-07T09:18:22.066688Z", "iopub.status.idle": "2026-08-07T09:18:22.129924Z", "shell.execute_reply": "2026-08-07T09:18:22.128920Z" } }, "outputs": [], "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)" ] }, { "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", "execution_count": 5, "metadata": { "execution": { "iopub.execute_input": "2026-08-07T09:18:22.132109Z", "iopub.status.busy": "2026-08-07T09:18:22.131977Z", "iopub.status.idle": "2026-08-07T09:18:22.134954Z", "shell.execute_reply": "2026-08-07T09:18:22.134256Z" } }, "outputs": [], "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])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We load a scene to which users and base station are added." ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "execution": { "iopub.execute_input": "2026-08-07T09:18:22.137050Z", "iopub.status.busy": "2026-08-07T09:18:22.136932Z", "iopub.status.idle": "2026-08-07T09:18:22.268464Z", "shell.execute_reply": "2026-08-07T09:18:22.267569Z" } }, "outputs": [], "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]))" ] }, { "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", "execution_count": 7, "metadata": { "execution": { "iopub.execute_input": "2026-08-07T09:18:22.271171Z", "iopub.status.busy": "2026-08-07T09:18:22.271040Z", "iopub.status.idle": "2026-08-07T09:18:22.684470Z", "shell.execute_reply": "2026-08-07T09:18:22.683418Z" } }, "outputs": [], "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\")" ] }, { "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", "execution_count": 8, "metadata": { "execution": { "iopub.execute_input": "2026-08-07T09:18:22.686639Z", "iopub.status.busy": "2026-08-07T09:18:22.686498Z", "iopub.status.idle": "2026-08-07T09:18:24.836296Z", "shell.execute_reply": "2026-08-07T09:18:24.835398Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "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\")" ] }, { "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,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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", "execution_count": 9, "metadata": { "execution": { "iopub.execute_input": "2026-08-07T09:18:24.864611Z", "iopub.status.busy": "2026-08-07T09:18:24.864474Z", "iopub.status.idle": "2026-08-07T09:18:25.503877Z", "shell.execute_reply": "2026-08-07T09:18:25.502936Z" } }, "outputs": [], "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" ] }, { "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", "execution_count": 10, "metadata": { "execution": { "iopub.execute_input": "2026-08-07T09:18:25.506188Z", "iopub.status.busy": "2026-08-07T09:18:25.505853Z", "iopub.status.idle": "2026-08-07T09:18:25.511025Z", "shell.execute_reply": "2026-08-07T09:18:25.510214Z" } }, "outputs": [], "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(\n", " [0.0], dtype=config.dtype, device=config.device)\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" ] }, { "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", "execution_count": 11, "metadata": { "execution": { "iopub.execute_input": "2026-08-07T09:18:25.512946Z", "iopub.status.busy": "2026-08-07T09:18:25.512811Z", "iopub.status.idle": "2026-08-07T09:18:31.286796Z", "shell.execute_reply": "2026-08-07T09:18:31.286046Z" } }, "outputs": [], "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)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can now visualize the results:" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "execution": { "iopub.execute_input": "2026-08-07T09:18:31.289245Z", "iopub.status.busy": "2026-08-07T09:18:31.289103Z", "iopub.status.idle": "2026-08-07T09:18:31.294349Z", "shell.execute_reply": "2026-08-07T09:18:31.293791Z" } }, "outputs": [], "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 = (\n", " noise_feedback.detach().cpu().numpy()\n", " if torch.is_tensor(noise_feedback)\n", " else noise_feedback\n", " )\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" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "execution": { "iopub.execute_input": "2026-08-07T09:18:31.295733Z", "iopub.status.busy": "2026-08-07T09:18:31.295614Z", "iopub.status.idle": "2026-08-07T09:18:31.549210Z", "shell.execute_reply": "2026-08-07T09:18:31.548379Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "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()" ] }, { "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", "execution_count": 14, "metadata": { "execution": { "iopub.execute_input": "2026-08-07T09:18:31.551099Z", "iopub.status.busy": "2026-08-07T09:18:31.550966Z", "iopub.status.idle": "2026-08-07T09:18:33.969751Z", "shell.execute_reply": "2026-08-07T09:18:33.968486Z" } }, "outputs": [], "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)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "execution": { "iopub.execute_input": "2026-08-07T09:18:33.972167Z", "iopub.status.busy": "2026-08-07T09:18:33.972022Z", "iopub.status.idle": "2026-08-07T09:18:34.219567Z", "shell.execute_reply": "2026-08-07T09:18:34.218680Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "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()" ] }, { "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", "execution_count": 16, "metadata": { "execution": { "iopub.execute_input": "2026-08-07T09:18:34.222045Z", "iopub.status.busy": "2026-08-07T09:18:34.221893Z", "iopub.status.idle": "2026-08-07T09:18:34.225593Z", "shell.execute_reply": "2026-08-07T09:18:34.224635Z" } }, "outputs": [], "source": [ "# Instantiate an OLLA object\n", "olla = OuterLoopLinkAdaptation(phy_abs,\n", " num_ut=1,\n", " bler_target=bler_target)" ] }, { "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", "execution_count": 17, "metadata": { "execution": { "iopub.execute_input": "2026-08-07T09:18:34.227586Z", "iopub.status.busy": "2026-08-07T09:18:34.227462Z", "iopub.status.idle": "2026-08-07T09:18:37.713641Z", "shell.execute_reply": "2026-08-07T09:18:37.712477Z" } }, "outputs": [], "source": [ "sinr_eff_db_hist, mcs_olla, harq_olla, se_olla, se_shannon = \\\n", " run(olla, noise_feedback=noise_feedback)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally, we visualize the results and compare them with ILLA." ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "execution": { "iopub.execute_input": "2026-08-07T09:18:37.716091Z", "iopub.status.busy": "2026-08-07T09:18:37.715948Z", "iopub.status.idle": "2026-08-07T09:18:38.297391Z", "shell.execute_reply": "2026-08-07T09:18:38.296343Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "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()" ] }, { "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 }