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

FPGA implementation of adaptive IIR filters with particle swarm optimization algorithm

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

4 Author(s)
Zhenbin Gao ; Sch. of Inf. Eng., Hebei Univ. of Technol., Tianjin, China ; Xiangye Zeng ; Jingyi Wang ; Jianfei Liu

In this paper, we present implementation of an infinite impulse response (IIR) adaptive filter with particle swarm optimization (PSO) on field programmable gate array (FPGA). Particle swarm optimization performs a structured randomized search of an unknown parameter space by manipulating a population of parameter estimates to converge on a suitable solution. And this technique is independent of the adaptive filter structure and is capable of converging on the global solution for multimodal optimization problems, which makes it especially useful for optimizing IIR and nonlinear adaptive filters. This paper describes the PSO algorithm and presents a circuit architecture that facilitates efficient FPGA implementations. The results of the synthesis and the function simulation in the active HDL platform demonstrate the successful hardware implementation of the IIR filter with the PSO algorithm using FPGA.

Published in:

Communication Systems, 2008. ICCS 2008. 11th IEEE Singapore International Conference on

Date of Conference:

19-21 Nov. 2008

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.