A variational message passing algorithm for sensor self-localization in wireless networks

IEEE International Symposium on Information Theory - Proceedings

Volumn , Issue , 2011, Pages 2158-2162

  Pedersen, Claus ^a   Pedersen, Troels ^a   Fleury, Bernard H ^a  

^a AALBORG UNIVERSITY   (Denmark)

Author keywords

[No Author keywords available]

Indexed keywords

BELIEF PROPAGATION; COMMUNICATION OVERHEADS; COOPERATIVE WIRELESS NETWORKS; LOCALIZATION ERRORS; MEAN-FIELD SOLUTION; MESSAGE PASSING ALGORITHM; NONPARAMETRIC METHODS; NOVEL ALGORITHM; PERFORMANCE SIMULATION; POSTERIOR PROBABILITY; SELF-LOCALIZATION; SENSOR POSITION;

ALGORITHMS; INFORMATION THEORY; MESSAGE PASSING; SENSORS;

WIRELESS SENSOR NETWORKS;

EID: 80054829963     PISSN: 21578104     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISIT.2011.6033940     Document Type: Conference Paper

References (16)

1. N. Patwari J. Ash S. Kyperountas I. Hero A. O. R. Moses and N. Correal "Locating the nodes: Cooperative localization in wireless sensor networks", Signal Processing Magazine, IEEE vol. 22 no. 4 pp. 54-69 July 2005.
2. H. Wymeersch J. Lien and M. Win "Cooperative localization in wireless networks", Proceedings of the IEEE vol. 97 no. 2 pp. 427-450 February 2009.
3. A. Ihler I. Fisher J. W. R. Moses and A. Willsky "Nonparametric belief propagation for self-localization of sensor networks", Selected Areas in Communications, IEEE Journal on vol. 23 no. 4 pp. 809-819 April 2005.
4. L. Doherty K. Pister and L. El Ghaoui "Convex position estimation in wireless sensor networks", in INFOCOM 2001. Twentieth Annual Joint Conference of the IEEE Computer and Communications Societies. Proceedings. IEEE vol. 3 2001 pp. 1655-1663.
5. P. Biswas T.-C. Lian T.-C. Wang and Y. Ye "Semidefinite programming based algorithms for sensor network localization", ACM Trans. Sen. Netw. vol. 2 pp. 188-220 May 2006. [Online]. Available: http://doi.acm.org/10.1145/ 1149283.1149286
6. M. Welling and J. J. Lim "A distributed message passing algorithm for sensor localization", in Proceedings of the 17th International Conference on Artificial Neural Networks, ser. ICANN'07. Berlin, Heidelberg: Springer-Verlag, 2007 pp. 767-775. [Online]. Available: http://portal.acm.org/ citation. cfm?id=1776814.1776901
7. T. Minka "Divergence measures and message passing", Microsoft Research, Tech. Rep. 2005. [Online]. Available: http://research.microsoft.com/ ~minka/papers/message-passing/
8. J. Winn and C. M. Bishop "Variational message passing", Journal of Machine Learning Research vol. 6 pp. 661-694 2005. [Online]. Available: http://www.jmlr.org/papers/volume6/winn05a/winn05a.pdf
9. F. Kschischang B. Frey and H.-A. Loeliger "Factor graphs and the sumproduct algorithm", Information Theory, IEEE Transactions on vol. 47 no. 2 pp. 498-519 February 2001.
10. H.-A. Loeliger "An introduction to factor graphs", Signal Processing Magazine, IEEE vol. 21 no. 1 pp. 28-41 January 2004.
11. V. Savic and S. Zazo "Sensor localization using nonparametric generalized belief propagation in network with loops", in Information Fusion, 2009. FUSION'09. 12th International Conference on July 2009 pp. 1966-1973.
12. J. Dauwels "On variational message passing on factor graphs", in Information Theory, 2007. ISIT 2007. IEEE International Symposium on June 2007 pp. 2546-2550.
13. E. B. Sudderth A. T. Ihler W. T. Freeman and A. S. Willsky "Nonparametric belief propagation", in Computer Vision and Pattern Recognition, 2003. Proceedings. 2003 IEEE Computer Society Conference on vol. 1 June 2003 pp. I-605-I-612. [Online]. Available: http://www.ics.uci.edu/~ihler/ papers/cvpr03.pdf
14. J. Winn "Variational message passing and its applications", Ph. D. Thesis, University of Cambridge 2003. [Online]. Available: http://johnwinn.org/Publications/thesis/Winn03-thesis.pdf
15. C. M. Bishop Pattern Recognition and Machine Learning (Information Science and Statistics). Secaucus, NJ, USA: Springer-Verlag New York, Inc. 2006.
16. S. O. Rice "Mathematical analysis of random noise", Bell Telephone Labs Inc., New York, Technical publication 1952.