LMS算法 Resources

Showing items tagged with "LMS算法"

This program implements plant identification simulation using the Frequency-domain Block Least Mean Square (FBLMS) algorithm, based on the reference "Frequency Domain Fast Implementation of LMS Algorithm." The algorithm features modifications by XXX at XXX location, with detailed specifications available in relevant documentation. The implementation demonstrates efficient block processing through frequency domain operations using FFT for faster convergence and improved computational efficiency.

MATLAB 289 views Tagged
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Implementation of LMS (Least Mean Squares) and RLS (Recursive Least Squares) algorithms using MATLAB simulation software, including comparative analysis of convergence speeds, post-convergence bit error rate evaluation, and examination of step size impact on LMS algorithm's mean square error performance curves and forgetting factor influence on RLS algorithm performance characteristics. Code implementation covers adaptive filter structures, weight update mechanisms, and real-time performance monitoring.

MATLAB 284 views Tagged
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