Passive localization of mixed near-field and far-field sources using two-stage MUSIC algorithm

IEEE Transactions on Signal Processing

Volumn 58, Issue 1, 2010, Pages 108-120

  Liang, Junli ^a   Liu, Ding ^a  

^a XI'AN UNIVERSITY OF TECHNOLOGY   (China)

Author keywords

Array signal processing; Cumulant; Far field; Near field

Indexed keywords

ARRAY SIGNAL PROCESSING; COLUMN RANKS; CUMULANT MATRICES; CUMULANTS; EIGENVECTORS; FAILURE PROBLEMS; FAR-FIELD; FAR-FIELD SIGNAL MODELS; HERMITIAN MATRICES; HIGH RESOLUTION; KEYPOINTS; MATRIX; MICROPHONE ARRAYS; MULTIPLE NEAR-FIELD SOURCES; MUSIC ALGORITHMS; NEAR-FIELD; NEAR-FIELD SOURCE; PASSIVE LOCALIZATION; PASSIVE SOURCE LOCALIZATION; RECEIVED SIGNALS; SIGNAL MODELS; SIMULATION RESULT; SPEAKER LOCALIZATION; SPECTRAL FUNCTION; STEERING VECTOR; TWO STAGE; TWO-DIMENSIONAL SEARCH;

ALGORITHMS; DIRECTION OF ARRIVAL; PASSIVE NETWORKS; RADIO DIRECTION FINDING SYSTEMS; SIGNAL PROCESSING; SIMULATORS; SPECTROSCOPY;

WAVELET ANALYSIS;

EID: 72949090422     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2009.2029723     Document Type: Article

References (28)

1. H. Krim and M. Viberg, "Two decades of array signal processing research: The parametric approach," IEEE Signal Process. Mag., vol.13, no.4, pp. 67-94, 1996.
2. R. Roy and T. Kailath, "ESPRIT-estimation of signal parameters via rotational invariance techniques," IEEE Trans. Acoust., Speech, Signal Process., vol.37, no.7, pp. 984-995, 1989.
3. R. Schmidt, "Multiple emitter location and signal parameter estimation," IEEE Trans. Antennas Propag., vol.34, no.3, pp. 276-280, Mar. 1986.
4. R. C. Johnson, Antenna Engineering Handbook, 3rd ed. New York: McGraw-Hill, pp. 9-12.
5. J. C. Chen, R. E. Hudson, and Y. Kung, "Maximum likelihood source localization and unknown sensor location estimation for wideband signals in the near-field," IEEE Trans. Signal Process., vol.50, pp. 1843-1854, Aug. 2002.
6. Y. D. Huang and M. Barkat, "Near-field multiple source localization by passive sensor array," IEEE Trans. Antennas Propag., vol.39, no.7, pp. 968-975, 1991.
7. D. Starer and A. Nehorai, "Passive localization of near-field sources by path following," IEEE Trans. Signal Process., vol.42, pp. 677-680, 1994.
8. A. J. Weiss and B. Friedlander, "Range and bearing estimation using polynomial rooting," IEEE J. Ocean. Eng., vol.18, pp. 130-137, 1993.
9. E. Grosicki, K. Abed-Meraim, and Y. Hua, "A weighted linear prediction method for near-field source localization," IEEE Trans. Signal Process., vol.53, pp. 3651-3660, 2005.
10. N. Yuen and B. Friedlander, "Performance analysis of higher order ESPRIT for localization of near-field sources," IEEE Trans. Signal Process., vol.46, pp. 709-719, 1998.
11. R. N. Challa and S. Shamsunder, "High-order subspace based algorithms for passive localization of near-field sources," in Proc. 29th Asilomar Conf. Signals, Syst. Comput., Pacific Grove, CA, 1995, vol.2, pp. 777-781.
12. D. B. Ward and G. W. Elko, "Mixed near field/far field beamforming: A new technique for speech acquisition in a reverberant environment," in Proc. IEEE ASSPWorkshop on Appl. Signal Process. Audio Acoust., New Paltz, NY, 1997, pp. 19-22.
13. M. Agrawah, R. Abrahamsson, and P. Ahgren, "Optimum beamforming for a nearfield source in signal correlated interferences," Signal Process., vol.86, no.5, pp. 915-923, 2006.
14. P. Tichavsky, K. T. Wong, and M. D. Zoltowski, "Near-field/far-field azimuth elevation angle estimation using a single vector-hydrophone," IEEE Trans. Signal Process., vol.49, pp. 2498-2510, 2001.
15. S. Doclo and M. Moonen, "Design of far-field and near-field broadband beamformers using eigenfilters," Signal Process., vol.83, no.12, pp. 2641-2673, 2003.
16. G. Arslan, F. A. Sakarya, and B. L. Evans, "Speaker localization for farfield and near-field wideband sources using neural networks," in Proc. IEEE-EURASIP Workshop on Nonlin. Signal Image Process., Antalya, Turkey, 1999, vol.2, pp. 528-532.
17. S. Argentieri, P. Danes, and P. Soueres, "Modal analysis based beamforming for nearfield or farfield speaker localization in robotics," in Proc. 2006 IEEE Int. Conf. Robots Syst., 2006, pp. 866-871.
18. R. Mukai, H. Sawada, S. Araki, and S. Makino, "Frequency-domain blind source separation of many speech signals using near-field and far-field models," EURASIP J. Appl. Signal Process., , vol.2006, pp. 1-13, Article ID 83683.
19. R. A. Kennedy, D. B. Ward, P. Thushara, and D. Abhayapala, "Nearfield beamforming using nearfield/farfield reciprocity," in Proc. IEEE Int. Conf. Acoust., Speech, Signal Process., Munich, Germany, 1999, vol.5, pp. 3741-3744.
20. M. C. Dogan and J. M. Mendel, "Applications of cumulants to array processing-Part I: Aperture extension and array calibration," IEEE Trans. Signal Process., vol.43, pp. 1200-1216, May 1995.
21. B. Porat and B. Friedlander, "Direction finding algorithms based on higher order statistics," IEEE Trans. Signal Process., vol.39, pp. 2016-2024, Sep. 1999.
22. P. Chevalier, L. Albera, and P. Comon, "On the virtual array concept for higher order array processing," IEEE Trans. Signal Process., vol.53, pp. 1254-1271, Apr. 2005.
23. P. Chevalier and A. Ferreol, "On the virtual array concept for the fourth-order direction finding problem," IEEE Trans. Signal Process., vol.47, pp. 2592-2595, May 1999.
24. J. Liang, "Joint azimuth and elevation direction finding using cumulant," IEEE Sens. J., vol.9, pp. 390-398, Apr. 2009.
25. J. Liang, X. Zeng, B. Ji, J. Zhang, and F. Zhao, "A computational efficient algorithm for joint range-DOA-frequency estimation of near-field sources," Digital Signal Process., vol.19, no.4, pp. 596-611, 2009.
26. N. Yuen and B. Friedlander, "DOA estimation in multipath: An approach using fourth-order cumulants," IEEE Trans. Signal Process., vol.45, pp. 1253-1263, 1997.
27. E. Gonen and J. M. Mendel, "Applications of cumulant to array processing-Part III: Blind beamforming for coherent signals," IEEE Trans. Signal Process., vol.45, pp. 2252-2264, 1997.
28. S. M. Kay, Fundamentals of Statistical Signal Processing: Estimation Theory. Upper Saddle River, NJ: Prentice-Hall, 1993.