System Identification using least mean square (LMS) algorithm

This is the simplest example of system identification using LMS algorithm.
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Updated 12 Jan 2018

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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.

Cite As

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

MATLAB Release Compatibility
Created with R2014b
Compatible with any release
Platform Compatibility
Windows macOS Linux
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Find more on Linear Model Identification in Help Center and MATLAB Answers
Version Published Release Notes
1.1.0.0

- Monte Carlos Simulations

1.0.0.0