Collaborative multi-sensor tracking in mobile wireless sensor networks

International Journal of Sensor Networks

Volumn 8, Issue 3-4, 2010, Pages 233-246

  Li, Xinrong ^a  

^a UNIVERSITY OF NORTH TEXAS   (United States)

Author keywords

Bayesian estimation; Localisation; Particle filter; Sensor networks; Tracking

Indexed keywords

BANDPASS FILTERS; DISTRIBUTED COMPUTER SYSTEMS; MONTE CARLO METHODS; SENSOR NODES;

BAYESIAN ESTIMATIONS; LOCALISATION; LOCALIZATION AND TRACKING; MOBILE WIRELESS; MULTI-SENSOR TRACKING; PARTICLE FILTER; RESEARCH TOPICS; SENSOR LOCALIZATION; SENSORS NETWORK; TRACKING;

BAYESIAN NETWORKS;

EID: 79960528732     PISSN: 17481279     EISSN: 17481287     Source Type: Journal    
DOI: 10.1504/IJSNET.2010.036198     Document Type: Article

References (30)

1. Akyildiz, I.F., Su, W., Sankarasubramaniam, Y. and Cayirci, E. (2002, August) 'A survey on sensor networks', IEEE Communications Magazine, pp.102-114.
2. Arulampalam, M.S., Maskell, M., Gordon, N. and Clapp, T. (2002, February) 'A tutorial on particle filters for online nonlinear/non-Gaussian Bayesian tracking', IEEE Transactions on Signal Processing, Vol. 50, No. 2, pp.174-188. (Pubitemid 34291500)
3. Bergamo, P., Asgari, S., Wang, H., Maniezzo, D., Yip, L., Hudson, R.E., Yao, K. and Estrin, D. (2004, July-September) 'Collaborative sensor networking towards real-time acoustical beamforming in free-space and limited reverberance', IEEE Transactions on Mobile Computing, Vol. 3, No. 3.
4. Bobrovsky, B.Z., Mayer-Wolf, E. and Zakai, M. (1987) 'Some classes of global Cramer-Rao bounds', The Annals of Statistics, Vol. 15, No. 4, pp.1421-1438.
5. Cappe, O., Guillin, A., Marin, J-M. and Robert, C.P. (2004) 'Population Monte Carlo', Journal of Computational and Graphical Statistics, Vol. 13, No. 4, pp.907-929. (Pubitemid 40058267)
6. Cheng, X., Thaeler, A., Xue, G. and Chen, D. (2004, March) 'TPS: a time-based positioning scheme for outdoor wireless sensor networks', IEEE INFO COM, Vol. 4, pp.2685-2696.
7. Culler, D., Estrin, D. and Srivastava, M. (2004, August) 'Overview of sensor networks', IEEE Computer, pp.41-49.
8. Ding, Z. (2005, July) 'ICASSP 2005 Panel discussion on signal processing research for communications', IEEE Signal Processing Magazine, Vol. 22, No. 4, pp.85-86. (Pubitemid 41009636)
9. Gordon, N.J., Salmond, D.J. and Smith, A.F.M. (1993, April) 'Novel approach to nonlinear/non-Gaussian Bayesian state estimation', IEE Proc.-F, Vol. 140, No. 2, pp.107-113.
10. Gudmundson, M. (1991, November) 'Correlation model for shadow fading in mobile radio systems', IEE Electronics Letters, Vol. 27, No. 23, pp.2145-2146.
11. Guo, D. and Wang, X. (2004, August) 'Dynamic sensor collaboration via sequential Monte Carlo', IEEE Journal on Selected Areas in Communications, Vol. 22, No. 6, pp.1037-1047.
12. Gustafsson, F., Gunnarsson, F., Bergman, N., Forssell, U., Jansson, J., Karlsson, R. and Nordlund, P-J. (2002, February) 'Particle filters for positioning, navigation, and tracking', IEEE Transactions on Signal Processing, Vol. 50, No. 2.
13. Huang, Y., Liang, W., Yu, H. and Xiao, Y. (2008) 'Target tracking based on a distributed particle filter in underwater sensor networks', Wireless Communications and Mobile Computing, Vol. 8, No. 8, pp.1023-1033.
14. Hue, C., Le Cadre, J-P. and Perez, P. (2006, January) 'Posterior Cramer-Rao bounds for multi-target tracking', IEEE Transactions on Aerospace and Electronic Systems, Vol. 42, No. 1, pp.37-49. (Pubitemid 43379964)
15. Kay, S.M. (1993) Fundamentals of Statistical Signal Processing - Estimation Theory, Prentice Hall PTR.
16. Li, D., Wong, K.D., Hu, Y.H. and Sayeed, A.M. (2002, March) 'Detection, classification, and tracking of targets', IEEE Signal Processing Magazine, pp.17-29. (Pubitemid 34307890)
17. Li, X. (2006, December) 'RSS-based location estimation with unknown pathloss model', IEEE Transactions on Wireless Communications, Vol. 5, No. 12, pp.3626-3633. (Pubitemid 44956185)
18. Li, X. (2007, November) 'Collaborative localization with received signal strength in wireless sensor networks', IEEE Transactions on Vehicular Technology, Vol. 56, No. 6, pp.3807-3817. (Pubitemid 350201073)
19. Li, X. and Pahlavan, K. (2004, January) 'Super-resolution TOA estimation with diversity for indoor geolocation', IEEE Transactions on Wireless Communications, Vol. 3, No. 1, pp.224-234.
20. Lin, J., Xie, L. and Xiao, W. (2009) 'Target tracking in wireless sensor networks using compressed Kalman filter', International Journal of Sensor Networks, Vol. 6, Nos. 3-4, pp.251-262.
21. Musso, C., Oudjane, N. and Le Gland, F. (2001) 'Improving regularized particle filters', in Doucet, A., de Freitas, N. and Gordon, N. (Eds): Sequential Monte Carlo Methods in Practice, Springer-Verlag, pp.247-271.
22. Pahlavan, K. and Levesque, A. (1995) Wireless Information Networks, John Wiley & Sons, Inc.
23. Pahlavan, K., Li, X. and Makela, J. (2002, February) 'Indoor geolocation science and technology', IEEE Communications Magazine, Vol. 40, No. 2, pp.112-118. (Pubitemid 34191679)
24. Patwari, N., Hero III, A.O., Perkins, M., Correal, N.S. and O'Dea, R.J. (2003, August) 'Relative location estimation in wireless sensor networks', IEEE Transactions on Signal Processing, Vol. 51, No. 8, pp.2137-2148.
25. Patwari, N., Ash, J.N., Kyperountas, S., Hero III, A.O., Moses, R.L. and Correl, N.S. (2005, July) 'Locating the nodes: cooperative localization in wireless sensor networks', IEEE Signal Processing Magazine, Vol. 22, No. 4, pp.54-69. (Pubitemid 41009634)
26. Rabaey, J.M., Ammer, M.J., da Silva jr., J.L., Patel, D. and Roundy, S. (2002, July) 'PicoRadio supports ad hoc ultra-low power wireless networking', IEEE Computer, pp.42-48.
27. Robert, C.P. and Casella, G. (2004) Monte Carlo Statistical Methods, 2nd ed., Springer-Verlag.
28. Tichavsky, P., Muravchik, C.H. and Nehorai, A. (1998, May) 'Posterior Cramer-Rao bounds for discrete-time nonlinear filtering', IEEE Transactions on Signal Processing, Vol. 46, No. 5, pp.1386-1396. (Pubitemid 128743876)
29. van Trees, H.L. (1968) Detection, Estimation and Modulation Theory, Wiley.
30. Zhao, F., Liu, J., Liu, J., Guibas, L. and Reich, J. (2003, August) 'Collaborative signal and information processing: an Information-directed approach', Proceedings of the IEEE, Vol. 91, No. 8, pp.1199-1209. (Pubitemid 40890830)