Direction of Arrival Estimation Based on Chaotic Optimization Algorithm

Chen Yong-qian; Xiao Xian-ci

Volume 27 Issue 3

Mar. 2005

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Article Navigation > Journal of Electronics & Information Technology > 2005 > 27(3): 388-391

Chen Yong-qian, Xiao Xian-ci . Direction of Arrival Estimation Based on Chaotic Optimization Algorithm[J]. Journal of Electronics & Information Technology, 2005, 27(3): 388-391.

Citation:

Chen Yong-qian, Xiao Xian-ci . Direction of Arrival Estimation Based on Chaotic Optimization Algorithm[J]. Journal of Electronics & Information Technology, 2005, 27(3): 388-391.

Chen Yong-qian, Xiao Xian-ci . Direction of Arrival Estimation Based on Chaotic Optimization Algorithm[J]. Journal of Electronics & Information Technology, 2005, 27(3): 388-391.

Citation:

Chen Yong-qian, Xiao Xian-ci . Direction of Arrival Estimation Based on Chaotic Optimization Algorithm[J]. Journal of Electronics & Information Technology, 2005, 27(3): 388-391.

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Direction of Arrival Estimation Based on Chaotic Optimization Algorithm

Received Date: 2003-10-29
Rev Recd Date: 2004-03-08
Publish Date: 2005-03-19

Abstract

Abstract

In this paper, a chaotic optimization method is presented for computing the Maximum Likelihood Estimation (MLE) of Direction of Arrivals (DOA) in sensor array processing. Based on the properties of ergodicity, stochastic property and regularity of chaos, the chaos optimization method can get global solution with low computational load. The simulation results show that this method is feasible and effective. Especially when the impinging signals are coherent, this method is much superior to AP.

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References(1)

References

Cadzow J A. A high resolution direction-of-arrival algorithm for narrow-band coherent and incoherent sources[J].IEEE Trans. on ASSP.1988, 36(7):965-[2]Ziskind I, Wax M. Maximum likelihood localization of multiple sources by alternating projection[J].IEEE Trans. on ASSP.1988,36(10):1553-[3]Li B, Jiang W. Optimizing complex functions by chaos search[J].Cybernetics and Systems.1998, 29(4):409-[4]郝柏林.从抛物线谈起--混沌动力学引论.上海:上海科技教育出版社,1993:第1章.[5]Geisel T, Fairen V. Statistical properties of chaos in Chebyshev maps. Phys. Lett., 1984, 105A(6): 263 - 266.[6]Kohda T, Tsuneda A. Pseudonoise sequences by chaotic nonlinear maps and their correlation properties. IEICE Trans. Commun.1993, E76-B(8): 855 - 862.[7]Li B, Jiang W. A novel stochastic optimization algorithm[J].IEEE Trans. on Systems, Man, and Cybernetics-part B: Cybernetics.2000, 30(1):193-

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