Tracking of time-variant radio propagation paths using particle filtering

IEEE International Conference on Communications

Volumn , Issue , 2008, Pages 920-924

  Yin, Xuefeng ^a   Steinböck, Gerhard ^a,d   Kirkelund, Gunvor Elisabeth ^a   Pedersen, Troels ^a   Blattnig, Peter ^b   Jaquier, Alain ^b   Fleury, Bernard H ^a,c  

^a AALBORG UNIVERSITY   (Denmark)

^b Science and Technology   (Switzerland)

^c TELECOMMUNICATIONS RESEARCH CENTER VIENNA FTW   (Austria)

^d AIT AUSTRIAN INSTITUTE OF TECHNOLOGY   (Austria)

Author keywords

And maximum likelihood estimation; Particle filter; Radio propagation channel; Sequential Bayesian estimation; State space model

Indexed keywords

ACOUSTIC SIGNAL PROCESSING; BOOLEAN FUNCTIONS; CHLORINE COMPOUNDS; MIM DEVICES; MULTIPLEXING; NONLINEAR FILTERING; RISK ASSESSMENT; STATE SPACE METHODS;

AND MAXIMUM-LIKELIHOOD ESTIMATION; PARTICLE FILTER; RADIO PROPAGATION CHANNEL; SEQUENTIAL BAYESIAN ESTIMATION; STATE-SPACE MODEL;

PROBABILITY DENSITY FUNCTION;

EID: 51249087706     PISSN: 05361486     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICC.2008.180     Document Type: Conference Paper

References (13)

1. M. Kwakkernaat and M. Herben, "Analysis of clustered multipath estimates in physically nonstationary radio channels," in Proceedings of the 17th IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Athens, Greece, September 2007.
2. N. Czink, R. Tian, S. Wyne, G. Eriksson, F. Tufvesson, T. Zemen, J. Nuutinen, J. Ylitalo, E. Bonek, and A. Molisch, "Tracking time-variant cluster parameters in MIMO channel measurements: Algorithm and results," in Proceedings of International Conference on Communications and Networking in China (ChinaCOM), Shanghai, China, August 2007.
3. P. Chung and J. F. Böhme, "Recursive EM and SAGE-inspired algorithms with application to DOA estimation," IEEE Transactions on Signal Processing, vol. 53, no. 8, pp. 2664-2677, August 2005.
4. A. Richter, J. Salmi, and V. Koivunen, "An algorithm for estimation and tracking of distributed diffuse scattering in mobile radio channels," in Proceedings of the 7th IEEE International Workshop on Signal Processing Advances for Wireless Communications (SPAWC'06), 2006.
5. J. Salmi, A. Richter, and V. Koivunen, "Enhanced tracking of radio propagation path parameters using state-space modeling," in Proceedings of the 2006 European Signal Processing Conference (EUSIPCO), Florence, Italy, November 2006.
6. S. Herman, "A particle filtering approach to joint passive radar tracking and target classification," Ph.D. dissertation, University of Illinois, 2002.
7. B. H. Fleury, X. Yin, P. Jourdan, and A. Stucki, "High-resolution channel parameter estimation for communication systems equipped with antenna arrays," in Proceedings of the 13th IFAC Symposium on System Identification (SYSID), no. ISC-379, Rotterdam, The Netherlands, 2003.
8. X. Yin, T. Pedersen, N. Czink, and B. H. Fleury, "Parametric characterization and estimation of bi-azimuth and delay dispersion of path components," in Proceedings of The First European Conference on Antennas and Propagation (EuCAP'06), Acropolis, Nice, France, November 2006.
9. D. Fox, W. Burgard, F. Dellart, and S. Thrun, "Monte Carlo localization: Efficient position estimation for mobile robots," in Proceedings of the 16th National Conference on Artificial Intelligence, Orlando, FL, USA, 1999.
10. M. Lenser, S.; Veloso, "Sensor resetting localization for poorly modelled mobile robots," Robotics and Automation, 2000. Proceedings. ICRA '00. IEEE International Conference on, vol. 2, pp. 1225-1232 vol.2, 2000.
11. N. Czink, E. Bonek, X. Yin, and B. H. Fleury, "Cluster angular spreads in a MIMO indoor propagation environment," in Proceedings of the 16th IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC'05), vol. 1, Berlin, Germany, September, 11-14 2005, pp. 664-668.
12. E. Bonek, N. Czink, V. M. Holappa, M. Alatossava, L. Hentilä, J. Nuutinen, and A. Pal, "Indoor MIMO measurements at 2.55 and 5.25 GHz - a comparison of temporal and angular characteristics," in Proceedings of the 15th IST Mobile Summit, Myconos, Greece, June, 4-8 2006.
13. X. Yin, B. H. Fleury, P. Jourdan, and A. Stucki, "Doppler frequency estimation for channel sounding using switched multiple transmit and receive antennae," in Proceedings of the IEEE Global Communications Conference (Globecom'03), vol. 4, December 2003, pp. 2177-2181.