System Identification using least mean square (LMS) algorithm
Version 1.1.0.0 (2.82 KB) by
Shujaat Khan
This is the simplest example of system identification using LMS algorithm.
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 LinuxCategories
Find more on Linear Model Identification in Help Center and MATLAB Answers
Tags
Acknowledgements
Inspired: LMS and Variable Step Size LMS (VSS-LMS) Algorithms
Discover Live Editor
Create scripts with code, output, and formatted text in a single executable document.
