Umema Tasleem Shaikh ¹, Imtiaz Hussain Kalwar ², Tayab Din Memon ¹, Faiza Shaikh ¹

Affiliations
1 Mehran University of Engineering and Technology, Indus Hwy, Jamshoro 76062, PK
2 DHA Suffa University

Abstract

In this paper, Particle Swarm Optimization (PSO) algorithm based Adaptive Infinite Impulse Response (IIR) filter is designed. PSO algorithm is inspired by bird or fish swarm movement. PSO as global optimization technique provides advantages of simple implementation, quickly convergence providing better results and robustness for avoiding local minima problem. The designed PSO based Adaptive filter is then implemented to work as a noise canceller. Simulation results shows that the designed filter is effective with good noise suppression. The PSO based filter is also synthesized in FPGA and run fittings in small commercial devices Stratix-II and cyclone-II

Keywords

Adaptive Infinite Impulse Response (IIR) Filter, FPGA implementation, Particle Swarm Optimization, VHDL

Full Text