Widening Frequency Band of Uniform SPL Distribution Using Adaptive Genetic Algorithm

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Uniform sound pressure level (SPL) distribution of linear phased loudspeaker array is limited by frequency. This paper widens the applicable frequency band of uniform SPL distribution in a linear listening area. By using an improved adaptive genetic algorithm (which contains a novel objective function, modified genetic operators and parameter setups) to control the directivity pattern details accurately, uniform distribution of SPL on a linear listening line in a wider frequency is achieved. The simulation and experimental results show that the SPLs on the test listening line are basically uniform from 200Hz to 500Hz, which demonstrates that the improvement of adaptive genetic algorithm is effective.

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1040-1043

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September 2013

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© 2013 Trans Tech Publications Ltd. All Rights Reserved

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[1] Pueo, B.; Escolano, J.; Roma, M.; , Precise control of beam direction and beamwidth of linear loudspeaker arrays, Sensor Array and Multichannel Signal Processing Workshop Proceedings, 2004 , vol., no., pp.538-541, 18-21 July (2004).

DOI: 10.1109/sam.2004.1503006

Google Scholar

[2] Zhaoxin Huang; Sai Ma; Hui Wang; Chuanzhen Li, A uniform SPL distribution method of linear phased loudspeaker array using genetic algorithm, Communication Technology (ICCT), 2012 IEEE 14th International Conference on , vol., no., p.976, 980, 9-11 Nov. (2012).

DOI: 10.1109/icct.2012.6511340

Google Scholar

[3] Boeringer, D.W.; Werner, D.H.; , Particle swarm optimization versus genetic algorithms for phased array synthesis, Antennas and Propagation, IEEE Transactions on , vol. 52, no. 3, pp.771-779, March (2004).

DOI: 10.1109/tap.2004.825102

Google Scholar

[4] J. H. Holland, Adaptation in Natural and Artificial Systems, Ann Arbor, The University of Michigan Press, (1975).

Google Scholar

[5] R.J. Ong, J.T. Dawley and P.G. Clem: submitted to Journal of Materials Research (2003) K. De Jong, An analysis of the behavior of a class of genetic adaptive systems, Ph.D. dissertation, Dept. Comput. Sci., Univ. Michigan, Ann Arbor, MI, (1975).

Google Scholar

[6] Johnson, J.M.; Rahmat-Samii, V.; , Genetic algorithms in engineering electromagnetics, Antennas and Propagation Magazine, IEEE , vol. 39, no. 4, pp.7-21, Aug (1997).

DOI: 10.1109/74.632992

Google Scholar

[7] Srinivas M, Patnaik L M. Adaptive Probability of Crossover and Mutation in Genetic Algorithms[J]. IEEE Trans. on Systems, Man, And Cybernetics , 1994, 24(4): 656-667.

DOI: 10.1109/21.286385

Google Scholar

[8] Xianghui Deng, Application of Adaptive Genetic Algorithm in Inversion Analysis of Permeability Coefficients, " Genetic and Evolutionary Computing, 2008. WGEC , 08. Second International Conference on , vol., no., p.61, 65, 25-26 Sept. (2008).

DOI: 10.1109/wgec.2008.63

Google Scholar

[9] Shaobo Wang, Jianchang Jie, Ke Kong. Application of adaptive genetic algorithm in optimization of reservoir operation. Journal of Hydraulic Engineering, vol. 4 No. 37, pp.480-485, (2006).

Google Scholar