A Unitary-UCA-Root-MUSIC Algorithm Based on MSWF

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Abstract:

A UCA-Root-MUSIC algorithm for direction-of-arrival (DOA) estimation is proposed in this paper which is based on UCA-RB-MUSIC [1]. The method utilizes not only a unitary transformation matrix different from UCA-RB-MUSIC but also the multi-stage Wiener filter (MSWF) to estimate the signal subspace and the number of sources, so that the new method has lower computational complexity and is more conducive to the real-time implementation. The computer simulation results demonstrate the improvement with the proposed method.

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339-344

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August 2014

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© 2014 Trans Tech Publications Ltd. All Rights Reserved

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[1] Cherian P. Mathews, Michael D. Zoltowski. Eigenstructure Techniques for 2-D Angle Estimation with Uniform Circular Arrays, IEEE Transactions on Signal Processing, 1994, 42(9): 2395-2407.

DOI: 10.1109/78.317861

Google Scholar

[2] Keh-Chiarng Huarng, Chien-Chung Yeh. A Unitary Transformation Method for Angle-of-Arrival Estimation, IEEE Transactions on Signal Processing, 1991, 39(4): 975-977.

DOI: 10.1109/78.80927

Google Scholar

[3] J. Scott Goldstein, Irving S. Reed and Louis L. Scharf. A Multistage Representation of the Wiener Filter Based on Orthogonal Projections, IEEE Transactions on Information Theory, 1998, 44(7): 2943-2959.

DOI: 10.1109/18.737524

Google Scholar

[4] David C. Ricks and J. Scott Goldstein. Efficient Architectures for Implementing Adaptive Algorithms, Proceedings of Antenna Applications Symposium, September 2000: 29-41.

Google Scholar

[5] L. Huang, S. Wu, D. Feng and L. Zhang. Low complexity method for signal subspace fitting, ELECTRONICS LETTERS, 8th July 2004, 40(14).

DOI: 10.1049/el:20040579

Google Scholar

[6] YU Hong-qi, HUANG Zhi-tao, ZHOU Yi-yu, XU Xin. An Improved MUSIC Algorithm without Eigenvalues Decomposition, JOURNAL OF NATIONAL UNIVERSITY OF DEFENSE TECHNOLOGY, 2007, 29(4): 91-94.

Google Scholar

[7] LIU Min, JIN Guang-ming, DAI Xu-chu. Fast estimation of signal subspace based on multi-stage Wiener filter, JOURNAL OF UNIVERSITY OF SCIENCE AND TECHNOLOGY OF CHINA, Aug. 2009, 39(8): 792-796.

Google Scholar