Optimal placement of loudspeakers and microphones in an enclosure using genetic algorithm

Montazeri, A. and Poshtan, J. and Kahaei, M. H. (2003) Optimal placement of loudspeakers and microphones in an enclosure using genetic algorithm. In: Control Applications, 2003. CCA 2003. Proceedings of 2003 IEEE Conference on. IEEE, New York, pp. 135-139. ISBN 0-7803-7729-X

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Abstract

In this paper genetic algorithm has been used for optimal placement of loudspeakers and microphones in an experimental enclosure for. active noise control system. A control system with two secondary loudspeakers and four error microphones is used to reduce the potential energy generated by primary source in a frequency range of 50Hz to 300Hz. By choosing the average of potential energy in this frequency range as a performance index, genetic algorithm is used to find the global minimum of this function. This performance index is a function of the locations of microphones and loudspeakers, hence a configuration of them corresponds to a value for this performance index. In this genetic algorithm a multivariable binary coding scheme along with a random initial population are used. Computation of the potential energy, and also the acoustical pressure pattern in a specified level shows that the locations obtained by genetic algorithm are very effective in the results.

Item Type: Contribution in Book/Report/Proceedings
Subjects:
Departments: Faculty of Science and Technology > Engineering
ID Code: 65710
Deposited By: ep_importer_pure
Deposited On: 15 Jul 2013 10:29
Refereed?: No
Published?: Published
Last Modified: 11 Jun 2019 00:12
URI: https://eprints.lancs.ac.uk/id/eprint/65710

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