基于Matlab模拟无线网络拓扑、估计链路质量并可视化拓扑

% Assess throughput and latency for the networkfunction [throughput, latency] = assessPerformance(qualities, bandwidth, ~, ~)    % Input: qualities (link quality matrix), bandwidth (communication bandwidth),     %        transmitPower (transmit power in dBm), noisePower (noise power in dBm)    % Output: throughput (network throughput), latency (network latency)    % Note: For the purpose of this example, the throughput and latency are dummy values    %       and should be replaced by actual assessment functions in a real-world scenario.    throughput = sum(sum(qualities)) * bandwidth;    latency = 1 / mean(mean(qualities));end

% Main script to run the algorithmclear;clc;close all% Network parametersnumNodes = 50; % Number of nodes in the networkarea = [100, 100]; % Network area dimensions (x, y)antennaBeamwidth = 60; % Antenna beamwidth in degreesmaxGain = 15; % Maximum antenna gain in dBi% Validate network parametersassert(numNodes > 0, 'Number of nodes must be positive.');assert(area(1) > 0 && area(2) > 0, 'Area dimensions must be positive.');assert(antennaBeamwidth > 0 && antennaBeamwidth <= 360, 'Antenna beamwidth must be within (0, 360] degrees.');assert(maxGain > 0, 'Maximum antenna gain must be positive.');% Communication parametersbandwidth = 20e6; % Bandwidth in HztransmitPower = 23; % Transmit power in dBmnoiseFigure = 5; % Noise figure in dBnoisePower = -174 + 10 * log10(bandwidth) + noiseFigure; % Noise power in dBm% Validate communication parametersassert(bandwidth > 0, 'Bandwidth must be positive.');assert(transmitPower > 0, 'Transmit power must be positive.');assert(noiseFigure > 0, 'Noise figure must be positive.');% Generate the network topologypositions = generateNetworkTopology(numNodes, area);% Compute the antenna gain for each node pairantennaGains = computeAntennaGains(positions, antennaBeamwidth, maxGain);% Estimate link qualitieslinkQualities = estimateLinkQualities(positions, antennaGains);% Assess throughput and latency[throughput, latency] = assessPerformance(linkQualities, bandwidth, transmitPower, noisePower);% Display the network topology and link qualitiesplotNetwork(positions, linkQualities);