System Identification using least mean square (LMS) algorithm

This is the simplest example of system identification using LMS algorithm.

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In this simulation, I just used the one algorithm named as least mean square (LMS) for the system identification task. It is designed for those who are new to adaptive signal processing. You can modify this example for CLMS, NLMS, LMF, qLMS or even to FLMS etc very easily.

Citation pour cette source

Shujaat Khan (2026). System Identification using least mean square (LMS) algorithm (https://fr.mathworks.com/matlabcentral/fileexchange/63935-system-identification-using-least-mean-square-lms-algorithm), MATLAB Central File Exchange. Extrait(e) le .

Informations générales

Compatibilité avec les versions de MATLAB

  • Compatible avec toutes les versions

Plateformes compatibles

  • Windows
  • macOS
  • Linux
Version Publié le Notes de version Action
1.1.0.0

- Monte Carlos Simulations

1.0.0.0