On energy-based acoustic source localization for sensor networks

IEEE Transactions on Signal Processing

Volumn 56, Issue 1, 2008, Pages 365-377

  Meesookho, Chartchai ^a   Mitra, Urbashi ^a   Narayanan, Shrikanth ^a  

^a University of Southern California ^*  (United States)

Author keywords

Acoustic source localization; Sensor networks

Indexed keywords

COMPUTATIONAL COMPLEXITY; CRAMER-RAO BOUNDS; LEAST SQUARES APPROXIMATIONS; MAXIMUM LIKELIHOOD ESTIMATION;

ACOUSTIC SOURCE LOCALIZATION; ENERGY-BASED LOCALIZATION METHODS; QUADRATIC ELIMINATION METHOD;

WIRELESS SENSOR NETWORKS;

EID: 37749025998     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2007.900757     Document Type: Article

References (23)

1. J. C. Chen, L. Yip, J. Elson, H. Wang, D. Maniezzo, R. E. Hudson, K. Yao, and D. Estrin, "Coherent acoustic array processing and localization on wireless sensor networks," Proc. IEEE, vol. 91, no. 8, pp. 1154-1162, Aug. 2003.
2. J. C. Chen, R. E. Hudson, and K. Yao, "Maximum-likelihood source localization and unknown sensor location estimation for wideband signals in the near-held," IEEE Trans. Signal Process., vol. 50, no. 8, pp. 1843-1854, Aug. 2002.
3. J. O. Smith and J. S. Abel, "Closed-form least-squares source location estimation from range-difference measurements," IEEE Trans. Acoust., Speech, Signal Process., vol. ASSP-35, no. 12, pp. 1661-1669, Dec. 1987.
4. D. Li and Y. Hu, "Least square solutions of energy based acoustic source localization problem," in Proc. Int. Conf. Parallel Processing Workshops, 2004, pp. 443-446.
5. D. Li and Y. Hu, "Energy-based collaborative source localization using acoustic microsensor array," EURASIP J. Appl. Signal Process., pp. 321-337, 2003.
6. X. Sheng and Y. Hu, "Maximum likelihood multiple-source localization using acoustic energy measurements with wireless sensor networks," IEEE Trans. Signal Process., vol. 53, no. 1, pp. 44-53, Jan. 2005.
7. D. Blatt and A. O. Hero, "Energy-based sensor network source localization via projection onto convex sets," IEEE Trans. Signal Process., vol. 54, no. 9, pp. 3614-3619, Sep. 2006.
8. N. Patwari, J. N. Ash, S. Kyperountas, A. O. Hero, III, R. L. Moses, and N. S. Correal, "Locating the nodes: Cooperative localization in wireless sensor network," IEEE Signal Process. Mag., vol. 22, no. 4, pp. 54-69, Jul. 2005.
9. A. Dogandzic and P. Arman, "Signal-strength based localization in wireless fading channels," presented at the Record 38th Asilomar Conf. Signals. Systems and Computers, Nov. 2004.
10. A. J. Weiss, "On the accuracy of a cellular location system based on RSS measurements," IEEE Trans. Veh. Technol., vol. 52, no. 11, pp. 1508-1518, Nov. 2003.
11. K. W. Cheung, H. C. So, W. K. Ma, and Y. T. Chan, "Received signal strength based mobile positioning via constrained weighted least squares," in Proc. ICASSP, 2003, vol. 5, pp. 137-40.
12. Y. Huang, J Benesty, and G. W. Elko, "Passive acoustic source localization for video camera steering," presented at the ICASSP, Jun. 2000.
13. Y. T. Chan and K. C. Ho, "A simple and efficient estimator for hyperbolic location," IEEE Trans. Signal Process., vol. 42, no. 8, pp. 1905-1915, Aug. 1994.
14. L. E. Kinsler, Fundamentals of Acoustics. New York: Wiley, 1982.
15. D. Li, K. D. Wong, Y. Hu, and A. Sayeed, "Detection, classification,. and tracking of targets," IEEE Signal Process. Mag., vol. 19, no. 3, pp. 17-29, Mar. 2002.
16. Y. Hu and D. Li, "Energy based collaborative source localization using acoustic micro-sensor array," in Proc. IEEE Workshop Multimedia Signal Processing, Dec. 2002, pp. 371-375.
17. I. A. Ibragimov, "A note on the central limit theorem for dependent random variables," Theory Probab. Appl., vol. 20, pp. 135-141, 1975.
18. N.J. Salkind, Encyclopedia of Measurement and Statistics. Newbury Park, CA: Sage, 2006.
19. S. M. Kay, Fundamentals of Statistical Signal Processing. Englewood Cliffs, NJ: Prentice-Hall, 1993.
20. G. H. Golub and C. F. van Loan, Matrix Computations. Baltimore, MD: Johns Hopkins Univ. Press, 1996.
21. C. Meesookho and S. Narayanan, "Distributed range difference based target localization in sensor network," presented at the 39th Asilomar Conf. Signals, Systems, Computers, 2005.
22. F. H. Walters, L. R. Parker, Jr, S. L. Morgan, and S. N. Denting, Sequential Simplex Optimization: A Technique for Improving Quality and Productivity in Research, Development, and Manufacturing. Boca Raton, FL: CRC, 1991.
23. Ihe Freesound Project [Online]. Available: http:/ifreesound.iua.upf.edu/.