Posterior CRLB for tracking a mobile station in NLOS multipath environments

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn , Issue , 2013, Pages 5175-5179

  Shikur, Behailu Y ^a   Weber, Tobias ^a  

^a UNIVERSITY OF ROSTOCK   (Germany)

Author keywords

CRLB; NLOS multipath Localization; NLOS multipath propagations; Posterior CRLB

Indexed keywords

ACHIEVABLE PERFORMANCE; CRAMER RAO LOWER BOUND; CRLB; MEAN SQUARE ESTIMATION; MULTI-PATH ENVIRONMENTS; MULTIPATH; POSTERIOR CRLB; RECURSIVE FORMULATION;

CRAMER-RAO BOUNDS; SIGNAL PROCESSING;

MULTIPATH PROPAGATION;

EID: 84890533524     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2013.6638649     Document Type: Conference Paper

References (12)

1. H. Miao, K. Yu, and M. J. Juntti, "Positioning for NLOS propagation: Algorithm derivations and Cramer-Rao bounds," IEEE Transactions on Vehicular Technology, vol. 56, no. 5, pp. 2568-2580, Sept. 2007.
2. B. Y. Shikur and T. Weber, "Discrete position processing techniques for indoor NLOS localization," in The 9th International Symposium on Wireless Communication Systems (ISWCS12), Paris, France, Aug. 2012, pp. 631-635.
3. X. Wei, N. Palleit, and T. Weber, "AOD/AOA/TOA-based 3D Positioning in NLOS Multipath Environments," in Proc. 22nd IEEE Int. Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC'11), Toronto, Canada, Sept. 2011, pp. 1294-1298.
4. H. L. Van Trees, Detection, Estimation, and Modulation Theory: Part I, Wiley, 1968.
5. P. Tichavsky, C.H. Muravchik, and A. Nehorai, "Posterior Cramer-Rao bounds for discrete-time nonlinear filtering," IEEE Transactions on Signal Processing, vol. 46, no. 5, pp. 1386-1396, May 1998.
6. K. Papakonstantinou and D. Slock, "Performance bounds and identifiability conditions for location estimation in NLoS dynamic environments," in Proc. IEEE Statistical Signal Processing Workshop (SSP 2011), June 2011, pp. 189-192.
7. C. Liang,W. Lenan, and R. Piche, "Posterior cramer-rao lower bound for mobile tracking in mixed LOS/NLOS conditions," in European Signal Processing Conference (EUSIPCO'09), Aug. 2009, pp. 24-28.
8. J. Prieto, S. Mazuelas, A. Bahillo, P. Fernandez, R. M. Lorenzo, and E. J. Abril, "Posterior Cramer-Rao lower bound for RSS/TOA-based indoor localization systems," in Int. Conf. on Indoor Positioning and Indoor Navigation (IPIN'11), Sept. 2011.
9. C. K. Seow and S. Y. Tan, "Non-line-of-sight localization in multipath environments," IEEE Transactions on Mobile Computing, vol. 7, no. 5, pp. 647-660, May 2008.
10. J. A. Fessler and A. O. Hero, "Space-alternating generalized expectation-maximization algorithm," IEEE Transactions on Signal Processing, vol. 42, no. 10, pp. 2664-2677, Oct. 1994.
11. StevenM. Kay, Fundamentals of Statistical Signal Processing: Estimation Theory, Prentice Hall, Upper Saddle River, 1993.
12. B. Y. Shikur, M. Farmani, and T. Weber, "AOD/AOA/TOAbased 3-D mobile terminal tracking in NLOS multipath environments," in Proc. 9th Workshop on Positioning, Navigation and Communication 2012 (WPNC'12), Mar. 2012.