Cart (Loading....) | Create Account
Close category search window
 

Adaptive noise cancellation using IIR-based fuzzy systems

Sign In

Cookies must be enabled to login.After enabling cookies , please use refresh or reload or ctrl+f5 on the browser for the login options.

Formats Non-Member Member
$31 $13
Learn how you can qualify for the best price for this item!
Become an IEEE Member or Subscribe to
IEEE Xplore for exclusive pricing!
close button

puzzle piece

IEEE membership options for an individual and IEEE Xplore subscriptions for an organization offer the most affordable access to essential journal articles, conference papers, standards, eBooks, and eLearning courses.

Learn more about:

IEEE membership

IEEE Xplore subscriptions

2 Author(s)
Zhengrong Li ; Sch. of EEE, Nanyang Technol. Univ., Singapore ; Meng Joo Er

In order to solve the adaptive noise cancellation (ANC) problem, a new IIR-based fuzzy system is proposed in this paper. By virtue of its short-term memory embedded in the input layer and the IIR-based long-term memory in the consequent part, the proposed approach can handle nonlinear and dynamic ANC problems very well. It has the non-recurrent structure so that there is no feedback from the output layer to the input layer. Therefore, global stability analysis for the system is evitable. Moreover, the size of the networks is parsimonious because no extra input variables are introduced as the other recurrent networks did. Another significance of the proposed fuzzy system is that the system dynamics are implemented by the individual linear and transversal IIR filters in the consequent part of the fuzzy system. This makes mathematical analysis and practical applications feasible.

Published in:

Systems, Man and Cybernetics, 2004 IEEE International Conference on  (Volume:6 )

Date of Conference:

10-13 Oct. 2004

Need Help?


IEEE Advancing Technology for Humanity About IEEE Xplore | Contact | Help | Terms of Use | Nondiscrimination Policy | Site Map | Privacy & Opting Out of Cookies

A not-for-profit organization, IEEE is the world's largest professional association for the advancement of technology.
© Copyright 2014 IEEE - All rights reserved. Use of this web site signifies your agreement to the terms and conditions.