改进算法 Resources

Showing items tagged with "改进算法"

This article introduces an improved detection algorithm for MIMO-OFDM systems—the sphere decoding algorithm. The implementation covers VB sphere decoding, CL sphere decoding, and enhanced variants (KCL and CL-MMSE algorithms). The simulation code can generate performance results, demonstrating algorithm effectiveness through MATLAB implementation with key functions handling signal constellation, search radius optimization, and metric calculations.

MATLAB 207 views Tagged
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Basic Ant Colony Clustering Algorithm and Improved Version [Includes MATLAB Source Code]. This algorithm resolves convergence issues and demonstrates excellent clustering performance (as shown in attachment images). The improved ant colony algorithm incorporates genetic algorithm enhancements, introducing mutation factors to accelerate convergence. Program features include: 1) MATLAB plotting functions with color-coded point identification, 2) File calling instructions using data from data.txt, 3) Comprehensive code annotations, 4) Pre-debugged ready-to-run programs. The attachment contains two m-files with implementation details.

MATLAB 232 views Tagged
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