A New Method for Estimation of the Source Coherency Structure of Wideband Sources
Commenced in January 2007
Frequency: Monthly
Edition: International
Paper Count: 32804
A New Method for Estimation of the Source Coherency Structure of Wideband Sources

Authors: Yong-jun Zhao, Heng-li Zhang, Zong-yun Hu

Abstract:

Based on the sources- smoothed rank profile (SRP) and modified minimum description length (MMDL) principle, a method for estimation of the source coherency structure (SCS) and the number of wideband sources is proposed in this paper. Instead of focusing, we first use a spatial smoothing technique to pre-process the array covariance matrix of each frequency for de-correlating the sources and then use smoothed rank profile to determine the SCS and the number of wideband sources. We demonstrate the availability of the method by numerical simulations.

Keywords: Wideband sources, source coherency structure (SCS), smoothed rank profile (SRP).

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1084968

Procedia APA BibTeX Chicago EndNote Harvard JSON MLA RIS XML ISO 690 PDF Downloads 1273

References:


[1] Schmidt R O. Multiple emitter location and signal parameter estimation(J). IEEE Trans. On AP, 1986, 34(3): 276-280.
[2] Ziskind L, Wax M. Maximum likelihood localization of multiple sources by alternating projection(J). IEEE Trans. On ASSP, 1988, 36(10): 1553-1559.
[3] Ottersten B, Viberg M, Kailath T. Analysis of subspace fitting and ML techniques for parameter estimation from sensor array data(J). IEEE Trans. On SP, 1992, 40(3): 590-600.
[4] Schmidt R O. Multiple emitter location and signal parameter estimation. IEEE Trans., 1986,AP-34(3): 276-280.
[5] M. Wax and T. Kailath. Detection of signals by information theoretic criteria. IEEE Trans. Acoust. Speech Signal Processing. 1985. vol. ASSP-33: 387-392.
[6] M. Wax. Detection and localization of multiple sources via the stochastic signals model. IEEE Trans. Signal Processing, vol. 39, pp. 2450-2455, Nov. 1991.
[7] T. J. Shan, A. Paulraj, and T. Kailath. On smoothed rank profile tests in eigenstructure methods for directions-of-arrival estimation.IEEE Trans. Acoust.Speech Signal Processing, vol. ASSP-35, no, pp. 1377-1385, 1987.
[8] S. Prasad and B. Chandna. An augmented smoothed rank profile algorithm for determination of source coherency structure. IEEE Trans. Acoust. Speech Signal Processing. 1989. vol. 37(7): 1144-1146.
[9] Cozzens J H, Sousa M J. Source enumeration in a correlated signal environment. IEEE Trans. on SP, 1994, 42(2): 304-317.
[10] H. Wang and M. Kaveh. Coherent signal-subspace processing for detection and estimation of angles of arrival of multiple wideband sources. IEEE Trans. Acoust. Speech. Signal Processing. , 1985. vol. ASSP-33: 823-831.
[11] K. M. Wong, Q. T. Zhang, J. P. Reilly, and P. C. Yip. On information theoretic criteria for determining the number of signals in high resolution array processing. IEEE Trans. Acoust. Speech Signal Processing, . 1990. vol. 38: 1959-1970.
[12] D. R. Brillinger. Time series: Data Analysis and Theory. New York: Holt, Rinehart and Winston, 1975.
[13] Valaee S, Kabal P. Wideband array processing using a two-sided correlation transformation. IEEE Trans. on SP, 1995, 43(1): 160-172.