Back to Search Start Over

A novel application of fireworks heuristic paradigms for reliable treatment of nonlinear active noise control.

Authors :
Khan, Wasim Ullah
Ye, Zhongfu
Altaf, Faisal
Chaudhary, Naveed Ishtiaq
Raja, Muhammad Asif Zahoor
Source :
Applied Acoustics. Mar2019, Vol. 146, p246-260. 15p.
Publication Year :
2019

Abstract

Abstract In this paper, strength of recently introduced nature inspired heuristic computing technique named fireworks algorithms (FWA) and its variants are exploited in the field of system identification based on active noise control (ANC) systems. Residual error based fitness function is constructed for ANC system and optimization of parameter is carried out with the help of fireworks, enhance fireworks and adaptive fireworks algorithms. The design scheme is applied to number of scenarios of ANC system for different primary and secondary paths. The designed methodology is evaluated for three different noise interferences based on sinusoidal and random signals. The scheme validated by means of accuracy and convergence operators through the results of statistics based on ample number of independent trails. The comparative study of results is also made for three variants of FWA to establish their worth in terms of precision, stability and complexity measures. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
0003682X
Volume :
146
Database :
Academic Search Index
Journal :
Applied Acoustics
Publication Type :
Academic Journal
Accession number :
134204296
Full Text :
https://doi.org/10.1016/j.apacoust.2018.11.024