Decentralized robust acoustic source localization with wireless sensor networks for heavy-tail distributed observations

GLOBECOM - IEEE Global Telecommunications Conference

Volumn , Issue , 2010, Pages

  Liu, Yong ^a   Hu, Yu Hen ^b   Pan, Quan ^a  

^a NORTHWESTERN POLYTECHNICAL UNIVERSITY   (China)

^b UNIVERSITY OF WISCONSIN MADISON   (United States)

Author keywords

Acoustic energy; Decentralized localization; Impulsive noise; M estimate; Robustness; Wireless sensor networks

Indexed keywords

ACOUSTIC NOISE MEASUREMENT; ENERGY EFFICIENCY; ITERATIVE METHODS; LEAST SQUARES APPROXIMATIONS; LOCATION; MAXIMUM LIKELIHOOD ESTIMATION; SENSOR NODES;

ACOUSTIC ENERGY; ACOUSTIC SOURCE LOCALIZATION; CENTRALISED; DECENTRALISED; DECENTRALIZED LOCALIZATION; HEAVY-TAILS; LOCALISATION; LOCATION ESTIMATES; M-ESTIMATES; ROBUSTNESS;

IMPULSE NOISE;

EID: 79551652758     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/GLOCOM.2010.5683474     Document Type: Conference Paper

References (20)

1. D. Li, et al., "Detection, Classification and tracking of targets in distributed sensor networks," IEEE Signal Processing Magazine, vol. 19, pp. 17-29, 2002.
2. X. Sheng and Y. H. Hu, "Maximum likelihood multiple-source localization using acoustic energy measurements with wireless sensor networks," IEEE Transactions on Signal Processing, vol. 53, pp. 44-53, 2005.
3. C. Meesookho, et al., "On Energy-Based Acoustic Source Localization for Sensor Networks," IEEE Transactions on Signal Processing, vol. 56, pp. 365-377, 2008.
4. R. Maronna, et al., Robust Statistics - Theory and Methods: Wiley, 2006.
5. S. Chatterjee and A. S. Hadi, Sensitivity Analysis in Linear Regression. New York: John Wiley & Sons, Inc., 1988.
6. B. D. Ripley. (2004, Lecture Notes on Statistical Methods. Available: http://www.stats.ox.ac.uk/pub/StatMeth/
7. I. Guvenc and C.-C. Chong, "A Survey on TOA Based Wireless Localization and NLOS Mitigation Techniques," IEEE Communications Surveys & Tutorials, vol. 11, pp. 107-124, 2009.
8. G.-L. Sun and W. Guo, "Bootstrapping M-estimators for reducing errors due to non-line-of-sight (NLOS) propagation," IEEE Communications Letters, vol. 8, pp. 509-510, 2004.
9. N. Katenka, et al., "Robust Target Localization From Binary Decisions in Wireless Sensor Networks," Technometrics, vol. 50, pp. 448-461, 2008.
10. M. Rabbat and R. Nowak, "Distributed optimization in sensor networks," in IPSN, 2004, pp. 20-27.
11. M. G. Rabbat and R. D. Nowak, "Decentralized source localization and tracking," in IEEE ICASSP, 2004, pp. iii-921-4 vol.3.
12. D. Blatt and A. O. Hero, "Energy-based sensor network source localization via projection onto convex sets," IEEE Transactions on Signal Processing, vol. 54, pp. 3614-3619, 2006.
13. P. Due Son and A. M. Zoubir, "A sequential algorithm for robust parameter estimation," IEEE Signal Processing Letters, vol. 12, pp. 21-24, 2005.
14. Y. Liu, et al., "Robust Maximum Likelihood Acoustic Source Localization in Wireless Sensor Networks," presented at the IEEE GLOBECOM, Hawaii, USA, 2009.
15. Crossbow Technology. Available: http://www.xbow.com
16. J. Newsome, et al., "The Sybil attack in sensor networks: analysis & defenses," in IPSN, 2004, pp. 259-268.
17. D. K. Wilson, "Performance bounds for acoustic direction of arrival rays operating in atmospheric turbulence," J. Acousti. Soc. Amer., vol. 103, pp. 1306-1319, 1998.
18. W. P. Tay, et al., "On the Impact of Node Failures and Unreliable Communications in Dense Sensor Networks," IEEE Transactions on Signal Processing, vol. 56, pp. 2535-2546, 2008.
19. A. M. Zoubir and B. Boashash, "The bootstrap and its application in signal processing," Signal Processing Magazine, IEEE, vol. 15, pp. 56-76, 1998.
20. S. Boyd, et al., "Randomized Gossip Algorithms," IEEE Transactions on Information Theory, vol. 52, pp. 2508-2530, 2006.