RSS-based location estimation with unknown pathloss model

IEEE Transactions on Wireless Communications

Volumn 5, Issue 12, 2006, Pages 3626-3633

  Li, Xinrong ^a,b  

^a IEEE   (United States)

^b UNIVERSITY OF NORTH TEXAS   (United States)

Author keywords

Cramer Rao bound (CRB); Least square estimation; Location estimation; Received signal strength (RSS)

Indexed keywords

CRAMER-RAO BOUND (CRB); LOCATION ESTIMATION; RECEIVED SIGNAL STRENGTH (RSS);

ALGORITHMS; COMPUTATIONAL COMPLEXITY; LEAST SQUARES APPROXIMATIONS; MATHEMATICAL MODELS; PARAMETER ESTIMATION;

SIGNAL RECEIVERS;

EID: 33845654491     PISSN: 15361276     EISSN: None     Source Type: Journal    
DOI: 10.1109/TWC.2006.256985     Document Type: Article

References (24)

1. J. J. Caffery, Jr., Wireless Location in CDMA Cellular Radio Systems. Upper Saddle River, NJ: Kluwer Academic Publishers, 2000.
2. A. H. Sayed, A. Tarighat, and N. Khajehnouri, "Network-based wireless location: Challenges faced in developing techniques for accurate wireless location information," IEEE Signal Processing Mag., pp. 24-40, July 2005.
3. K. Pahlavan, X. Li, and J. Makela, "Indoor geolocation science and technology," IEEE Commun. Mag., pp. 112-118, Feb. 2002.
4. J. M. Rabaey, M. J. Ammer, J. L. da Silva Jr., D. Patel, and S. Roundy, "PicoRadio supports ad hoc ultra-low power wireless networking," Computer, pp. 42-48, July 2002.
5. D. Li, K. D. Wong, Y. H. Hu, and A. M. Sayeed, "Detection, classification, and tracking of targets," IEEE Signal Processing Mag., pp. 17-29, Mar. 2002.
6. A. Savvides, C.-C. Han, and M. Srivastava, "Dynamic fine-grained localization in ad-hoc networks of sensors," in Proc. ACM Int'l Conf. on Mobile Computing and Networking, July 2001, pp. 166-179.
7. C. Savarese, J. M. Rabaey, and J. Beutel, "Location in distributed adhoc wireless sensor networks," in Proc. IEEE Int'l Conf. on Acoustics, Speech, and Signal Processing, May 2001, vol. 4, pp. 2037-2040.
8. D. Fox, J. Hightower, L. Liao, D. Schulz, and G. Borriello, "Bayesian filtering for location estimation," Pervasive Computing, pp. 24-33, July-Sep. 2003.
9. D. Niculescu, "Positioning in ad hoc sensor networks," IEEE Networks, pp. 24 -29, July/Aug. 2004.
10. X. Li and K. Pahlavan, "Super-resolution TOA estimation with diversity for indoor geolocation," IEEE Trans. Wireless Commun., vol. 3, no. 1, pp. 224-234, Jan. 2004.
11. P. Bergamo and G. Mazzini, "Localization in sensor networks with fading and mobility," in Proc. IEEE Int'l Symposium on Personal, Indoor and Mobile Radio Communications, Sep. 2002, vol. 2, pp. 750-754.
12. M. L. Sichitiu and V. Ramadurai, "Localization of wireless sensor nodes with a mobile beacon," in Proc. IEEE Int'l Conf. on Mobile Ad Hoc and Sensor Systems, Oct. 2004, pp. 174-183.
13. A. Catovic, and Z. Sahinoglu, "The Cramer-Rao Bounds of hybrid TOA/RSS and TDOA/RSS location estimation schemes," IEEE Commun. Lett., vol. 8, no. 10, pp. 626-628, Oct. 2004.
14. N. Patwari, A. O. Hero, III, M. Perkins, N. S. Correal, and R. J. O'Dea, "Relative location estimation in wireless sensor networks," IEEE Trans. Signal Processing, vol. 51, no. 8, pp. 2137-2148, Aug. 2003.
15. I. F. Akyildiz, W. Su, Y. Sankarasubramaniam, and E. Cayirci, "A survey on sensor networks," IEEE Commun. Mag., pp. 102-114, Aug. 2002.
16. G. J. Pottie and W. J. Kaiser, "Wireless integrated network sensors," Communications of The ACM, vol. 43, no. 5, pp. 51-58, May 2000.
17. C.-Y. Chong and S. P. Kumar, "Sensor networks: Evolution, opportunities, and challenges," Proc. IEEE, vol. 91, no. 8, pp. 1247-1256, Aug. 2003.
18. D. Vuller, D. Estrin, and M. Srivastava, "Overview of sensor networks," Computer, pp. 41-49, Aug. 2004.
19. K. Pahlavan and A. Levesque, Wireless Information Networks. New York: John Wiley & Sons, Inc., 1995.
20. K. Martinez, J. K. Hart, and R. Ong, "Environmental sensor networks," Computer, pp. 50-56, Aug. 2004.
21. S. M. Kay, Fundamentals of Statistical Signal Processing: Estimation Theory. Upper Saddle River, NJ: Prentice Hall PTR, 1993.
22. G. A. F. Seber and C. J. Wild, Nonlinear Regression. Hoboken, NJ: Wiley-Interscience, 2003.
23. M. A. Spirito, "On the accuracy of cellular mobile station location estimation," IEEE Trans. Veh. Technol., vol. 50, no. 3, pp. 674-685, May 2001.
24. X. Li, "Performance study of RSS-based location estimation techniques for wireless sensor networks," in Proc. IEEE Military Commun. Conf., Oct. 2005, vol. 2, pp. 1064-1068.