Simulation of Adaptive Filter Based on LMS Algorithm in Simulink

Abstract:

Article Preview

The paper introduces the principle and structure of adaptive filter based on LMS algorithm, studies a design scheme of a single frequency adaptive notch filter, and simulates its working procedure by using the Simulink simulation tool. The simulation results show that the adaptive notch filter based on LMS algorithm has the better convergence and the smaller steady-state error than traditional notch filter in the appropriate parameter.

Info:

Periodical:

Advanced Materials Research (Volumes 282-283)

Edited by:

Helen Zhang and David Jin

Pages:

299-302

DOI:

10.4028/www.scientific.net/AMR.282-283.299

Citation:

Y. P. He and H. D. Zhang, "Simulation of Adaptive Filter Based on LMS Algorithm in Simulink", Advanced Materials Research, Vols. 282-283, pp. 299-302, 2011

Online since:

July 2011

Export:

Price:

$38.00

[1] Zou Yanbi, Gao Ying: Adaptive Filter Algorithm Overview. Journal of Guangzhou University, Vol. 1(2007), pp.44-48.

[2] Jun Yao, Songhui Ma: Simulink Modeling and Simulation, Xi'an: XIDIAN University Press, (2008).

[3] Xianda Zhang: Modern Signal Processing, Beijing: Tsinghua University Press, (2002).

[4] Shi Xiaohong: Performance Simulation of LMS Adaptive Algorithm Using System View Tool. Journal of Electrical & Electronic Engineering Education, Vol. 1(2009), pp.46-47.

[5] Changxin Fan. Communication Principles, Beijing: Publishing House of Electronic Industry, (2007).

[6] Yubin Shao: MATLAB/Simulink Communication Systems Modeling and Simulation Case Analyse, Beijing: Tsinghua University Press, (2008).

In order to see related information, you need to Login.