Position and velocity tracking in mobile cellular networks using the particle filter

IEEE Wireless Communications and Networking Conference, WCNC

Volumn 1, Issue , 2006, Pages 165-170

  Olama, Mohammed M ^a   Djouadi, Seddik M ^a   Pendley, Chris S ^a  

^a UNIVERSITY OF TENNESSEE   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BASE STATIONS; CONTROL NONLINEARITIES; ELECTRIC FIELD EFFECTS; MOBILE DEVICES; MONTE CARLO METHODS; MULTIPATH PROPAGATION; WIRELESS NETWORKS;

AULIN'S WAVE SCATTERING MODEL; NONLINEAR FUNCTION; PARTICLE FILTER; VELOCITY TRACKING; WIRELESS FADING CHANNELS;

MOBILE TELECOMMUNICATION SYSTEMS;

EID: 34250313739     PISSN: 15253511     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/wcnc.2006.1683458     Document Type: Conference Paper

References (23)

1. FCC Docket No.96-264, "Revision of the Commission Rule to ensure compatibility with Enhanced 911 emergency calling system," FCC Reports and Orders, 1996.
2. J.H. Reed, K.J. Krizman, B.D. Woerner, and T.S. Rappaport, "An overview of the challenges and progress in meeting the E-911 requirement for location service," IEEE Commun. Mag., vol. 36, pp. 30-37, Apr. 1998.
3. C.D. Charalambous and C. Panayiotou, "Development and Deployment of Location Based Services in Wireless Networks," Technical Report, ECE Department, University of Cyprus, Feb. 2004.
4. Virtuele Haven Consortium, "Location Based Services, Services and Technologies," pp. 9-21, 2002.
5. CELLO Consortium, "Cellular Location Technology," pp. 1-21, 2001.
6. 3GPP TS 03.71 V8.8.0 (2004-03), pp. 101-110, 2004.
7. 3GPP TS 25.305 V6.1.0 (2004-06).
8. Symmetricom, White paper, "Location of Mobile Handsets - The role of Synchronization and Location Monitoring Units," 2002.
9. M. Hellebrandt, R. Mathar and M. Scheibenbogen, "Estimating position and velocity of mobiles in a cellular radio network," IEEE Trans. Veh. Technol., vol. 46, no. 1, pp. 65-71, Feb. 1997.
10. M. Hellebrandt and M. Scheibenbogen, "Location tracking of mobiles in cellular radio networks," IEEE Trans. Veh. Technol., vol. 48, no. 5, pp. 1558-1562, Sep. 1999.
11. M.S. Arulampalam, S. Maskell, N. Gordon, and T. Clapp, "A tutorial on particle filters for online nonlinear/non-Gassian Bayesian tracking," IEEE Transactions on Signal Processing, vol. 50, no. 2, Feb. 2002.
12. Aulin, T. "A modified model for fading signal at a mobile radio channel," IEEE Trans. Veh. Technol., vol. 28, no. 3, pp. 182-203, 1979.
13. N.J. Gordon, D.J. Salmond, and A.F.M. Smith, "Novel approach to nonlinear/non-Gaussian Bayesian state estimation," IEE Proc.-F, vol. 140, no. 2, pp. 107-113, 1993.
14. I.G. Papageorgiou, C.D. Charalambous, and C. Panayiotou, "An enhanced received signal level cellular location determination method via maximum likelihood and Kalman filtering," Proceedings of the WCNC, 2005.
15. F. Gustafsson, F. Gunnarsson, N. Bergman, U. Forssell, J. Jansson, R. Karlsson, and P.-J. Nordlund, "Particle filters for positioning, navigation, and tracking," IEEE Transactions on Signal Processing, vol. 50, no. 2, Feb. 2002.
16. H. Jwa, S. Kim, S. Cho, and J. Chun, "Position tracking of mobiles in a cellular radio network using the constrained bootstrap filter," in Proc. Nat. Aerosp. Electron. Conf., Dayton, OH, Oct. 2000.
17. th IEEE Conference on Decision and Control, pp. 3891-3895, Sydney, Australia, Dec. 2000.
18. R. Karlsson and F. Gustafsson, "Range estimation using angle-only target tarcking with particle filters," Proceedings of the American Control Conference, pp. 3743-3748, Arlington, VA, Jun. 2001.
19. nd Edition", Prentice Hall, 2001.
20. T. Kailath, "Lectures on Linear Least-Squares Estimation," Springer, New York, 1976.
21. P. Fearnhead, "Sequential Monte Carlo methods in filter theory," Ph.D. dissertation, Univ. Oxford, Oxford, U.K., 1998.
22. T. Schon, F. Gustafsson, and P.-J Nordlund, "Marginalized particle filters for mixed linear/nonlinear state-space models," IEEE Transactions on Signal Processing, vol. 53, issue 7, pp. :2279-2289, Jul. 2005.
23. A. Doucet, N. Freitas, K. Murphy, and S. Russell, "Rao-Blackwellised Particle Filtering for Dynamic Bayesian Networks," Proceedings of the 16th Conference on Uncertainly in Artificial Intelligence, pp. 176-183, Jun. 2000.