Title :
Optimized design of digital IIR filter using artificial bee colony algorithm
Author :
N. Agrawal;A. Kumar;Varun Bajaj
Author_Institution :
Discipline of Electronics and Communication Engineering, PDPM Indian Institute of Information Technology, Design and Manufacturing Jabalpur, Madhya Pradesh 482005, India
Abstract :
In this paper, a meta-heuristic algorithm known as artificial bee colony (ABC) algorithm is employed for the design of digital infinite impulse response (IIR) filter based on nonlinear minimization of mean square error (MSE) between the ideal and desired responses of the filter. In this method, stability of IIR filter during design is assured by using lattice structure as it makes easy to maintain the stability with less computation cost. In addition to this, it also helps in designing higher order filter with better search capability. Performance of the algorithm is justified by comparing the fidelity parameter with existing algorithms, followed by a detailed analysis of different types of filter.
Keywords :
"Band-pass filters","Filtering algorithms","Indexes","Attenuation","Handheld computers","Algorithm design and analysis","Standards"
Conference_Titel :
Signal Processing, Computing and Control (ISPCC), 2015 International Conference on
DOI :
10.1109/ISPCC.2015.7375048