System Identification Comparison

Comparison of system identification using LMS, NLMS & LMF

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This is a comparison of system identification using LMS, NLMS & LMF algorithm.

The important parameters to change are
nBits = 3000; %Number of Bits
chan = [.3 .9 .3]; %Channel
L = 3; %Filter Length

%step sizes
mu_lms = 0.003; %LMS
mu_lmf = 0.3; %LMF
mu_nlms = 0.03; %NLMS

Cite As

themaze (2026). System Identification Comparison (https://www.mathworks.com/matlabcentral/fileexchange/12921-system-identification-comparison), MATLAB Central File Exchange. Retrieved .

General Information

MATLAB Release Compatibility

  • Compatible with any release

Platform Compatibility

  • Windows
  • macOS
  • Linux
Version Published Release Notes Action
1.0.0.0

Corrections in code and Plot