Global optimal solution for active noise control problem

Syed Faiz Ahmed; Abdul Rehman Memon; Ch  Fahad Azim  and Hazry Desa

doi:10.17485/ijst/2011/v4i9.1

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Global optimal solution for active noise control problem

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Indian Journal of Science and Technology

DOI: 10.17485/ijst/2011/v4i9.1

Year: 2011, Volume: 4, Issue: 9, Pages: 1015-1020

Original Article

Global optimal solution for active noise control problem

Syed Faiz Ahmed¹ , Abdul Rehman Memon¹ , Ch. Fahad Azim² and Hazry Desa^3*

¹ Faculty of Engineering Sciences & Technology, Hamdard University, Pakistan
² School of EEE, Nanyang Technological University, Singapore
³ Engineering division, University Malaysia Perlis, Malaysia
[email protected]; [email protected]; [email protected]; [email protected]

This work is licensed under a Creative Commons Attribution 4.0 International License.

Abstract

This paper presents the global optimal solution for active noise cancellation using Genetic algorithm technique. The conventional active noise control methods such as FXLMS have problem of local minima. The proposed global optimal solution based on Genetic algorithm can handle this problem very well and give batter results. Computer simulation results demonstrate that Genetic algorithm based active noise control system give more optimal results.
Keywords: Active noise control, optimal solution, genetic algorithm