NLMS Algorithm Demo

NLMS algorithm demo with adaptive learning rate.

Description

NLMS is one of the adaptive filter algorithms. In this file ,an experiment is made to identify a linear noisy system with the help of NLMS algorithm. The weights of the estimated system is nearly identical with the real one. Also , adaptive learning rate has been applied.A reference is used to write the algorithm.

Acknowledgements

The author wishes to acknowledge the following in the creation of this submission:
RLS Algorithm Demo

• Required Products: Control System Toolbox
• MATLAB release: MATLAB 6.5 (R13)
• Other requirements: The sample data is created by the use of control system toolbox but it can easily created by any way else.

[glacier cao]

good

[loptos loptos]

It's really poor...

[loptos loptos]

Why don't you use adaptive filters with minimal MSE(mean square error)?
That's the reason, why is it poor :)

[Gashi Fred]

 

[pradeep nagesh]

NLMS is a roboust algorithm for AEC

[elamaran m]

plz send a demo for our project

[prabodh sahoo]

It is one of the efficient algorithm for noise cancellation.

[prabodh kumar sahoo]

plz send a NLMS algorithm demo for adaptive noise cancellation of voice and speech signal.

[satya pattanayak]

 

[Umesh Y]

Can you help me more on this algorithm.
with thanks umesh
[e-mail]

[Theofilatos Konstantinos]

 

[John Smith]

 

[eu é que sei!!]

è pa!!
our teacher has said that this prog is such a bullshit!!
u have to improve this m file!!
 hugs and good work!!

[Boda, John]

Great job for a useless student. Now you can do better. It is a lot of mistakes, so let's go work kid.

[John Kelly]

Excellent !

[Nora Spahiu]

Good work pal

[Rashid Haloli]

Wonderful example ... Easy code ... Now I understand the NLMS algorithm although I found it before tough.

[Vishnuvenkatesh Dhage]

novice user can easily understood the code

[Hao Yanchun]

You do a good job!Thank you!

[ghabi hafida]

very goooood

[venkad kannan]

 

[Foisal]