System identification using LMS method

The simple realization of the LMS method finding of unknown system coefficients under noise influence.

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This example provided strictly for educational purposes. All basic theory of adaptive systems and references to original papers and researches can be found in the great book "Digital signal processing" by Emmanuel C. Ifeachor.

Cite As

Andrey Kiselnikov (2026). System identification using LMS method (https://in.mathworks.com/matlabcentral/fileexchange/73378-system-identification-using-lms-method), MATLAB Central File Exchange. Retrieved .

General Information

MATLAB Release Compatibility

  • Compatible with any release

Platform Compatibility

  • Windows
  • macOS
  • Linux
Version Published Release Notes Action
1.0.3

Brief Update

1.0.2

Changed mixed arrays at visualization block.

1.0.1

titles update

1.0.0