Multi-modal target tracking using heterogeneous sensor networks

Proceedings - International Conference on Computer Communications and Networks, ICCCN

Volumn , Issue , 2008, Pages 136-143

  Kushwaha, Manish ^a   Amundson, Isaac ^a   Volgyesi, Peter ^a   Ahammad, Parvez ^b   Simon, Gyula ^c   Koutsoukos, Xenofon ^a   Ledeczi, Akos ^a   Sastry, Shankar ^b  

^a VANDERBILT UNIVERSITY   (United States)

^b UNIVERSITY OF CALIFORNIA   (United States)

^c UNIVERSITY OF PANNONIA   (Hungary)

Author keywords

[No Author keywords available]

Indexed keywords

CAMERAS; DETECTOR CIRCUITS; DIRECTION OF ARRIVAL; SENSOR NETWORKS; SENSORS; TARGET TRACKING; TARGETS; TELECOMMUNICATION EQUIPMENT; WIRELESS NETWORKS;

ACOUSTIC SENSORS; CAMERA NODES; HETEROGENEOUS SENSOR NETWORKS; MOVING OBJECTS; MULTI MODALS; OBJECT DETECTIONS; SENSOR FUSIONS; TARGET TRACKING SYSTEMS; TRACKING METHODS;

WIRELESS SENSOR NETWORKS;

EID: 57849116931     PISSN: 10952055     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCCN.2008.ECP.43     Document Type: Conference Paper

References (23)

1. S. T. Birchfield. A unifying framework for acoustic localization. In Proceedings of the 12th European Signal Processing Conference (EUSIPCO), Vienna, Austria, September 2004.
2. V. Cevher, A. Sankaranarayanan, J. H. McClellan, and R. Chellappa. Target tracking using a joint acoustic video system. IEEE Transactions on "Multimedia, 9(4):715-727, June 2007.
3. N. Checka, K. Wilson, V. Rangarajan, and T. Darrell. A probabilistic framework for multi-modal multi-person tracking. In IEEE Workshop on Multi-Object Tracking, 2003.
4. J. Chen, L. Yip, J. Elson, H. Wang, D. Maniezzo, R. Hudson, K. Yao, and D. Estrin. Coherent acoustic array processing and localization on wireless sensor networks. In Proceedings of the IEEE, volume 91, pages 1154-1162, August 2003.
5. J. C. Chen, K. Yao, and R. E. Hudson. Acoustic source localization and beamforming: theory and practice. In EURASIP Journal on Applied Signal Processing, pages 359-370, April 2003.
6. M. Ding, A. Terzis, I.-J. Wang, and D. Lucarelli. Multi-modal calibration of surveillance sensor networks. In Military Communications Conference, MILCOM 2006, 2006.
7. J. Elson, L. Girod, and D. Estrin. Fine-grained network time synchronization using reference broadcasts. In Operating Systems Design and Implementation (OSDI), 2002.
8. N. Friedman and S. Russell. Image segmentation in video sequences: A probabilistic approach. In Conference on Uncertainty in Artificial Intelligence, 1997.
9. S. Ganeriwal, R. Kumar, and M. B. Srivastava. Timing-sync protocol for sensor networks. In ACM SenSys, 2003.
10. L. Girod, V. Bychkovsky, J. Elson, and D. Estrin. Locating tiny sensors in time and space: A case study. In ICCD, 2002.
11. H. Y. Hau and R. L. Kashyap. On the robustness of Dempster's rule of combination. In IEEE International Workshop on Tools for Artificial Intelligence, 1989.
12. R KaewTraKulPong and R. B. Jeremy. An improved adaptive background mixture model for realtime tracking with shadow detection. In Workshop on Advanced Video Based Surveillance Systems (AVBS), 2001.
13. B. Kusy, P. Dutta, P. Levis, M. Maroti, A. Ledeczi, and D. Culler. Elapsed time on arrival: A simple and versatile primitive for time synchronization services. International Journal of Ad hoc and Ubiquitous Computing, 2(1), January 2006.
14. A. Ledeczi, A. Nadas, P. Volgyesi, G. Balogh, B. Kusy, J. Sallai, G. Pap, S. Dora, K. Molnar, M. Maroti, and G. Simon. Countersniper system for urban warfare. ACM Trans. Sensor Networks, 1(2), 2005.
15. J. Liu, J. Reich, and F. Zhao. Collaborative in-net work processing for target tracking. In EURASIP, Journal on Applied Signal Processing, 2002.
16. M. Maroti, B. Kusy, G. Simon, and A. Ledeczi. The flooding time synchronization protocol. In ACM SenSys, 2004.
17. K. Romer. Time synchronization in ad hoc networks. In ACM Symposium on Mobile Ad-Hoc Networking and Computing, 2001.
18. J. Sallai, B. Kusy, A. Ledeczi, and P. Dutta. On the scalability of routing integrated time synchronization. In Workshop on Wireless Sensor Networks (EWSN), 2006.
19. C. Stauffer and W. Grimson. Learning patterns of activity using realtime tracking. In IEEE Transactions on Pattern Analysis and Machine Intelligence, 2000.
20. N. Strobel, S. Spors, and R. Rabenstein. Joint audio video object localization and tracking. In IEEE Signal Processing Magazine, 2001.
21. K. Toyama, J. Krumm, B. Brumitt, and B. Meyers. Wallflower: Principles and practice of background maintenance. In IEEE International Conference on Computer Vision, 1999.
22. P. Volgyesi, G. Balogh, A. Nadas, C. Nash, and A. Ledeczi. Shooter localization and weapon classification with soldier-wearable networked sensors. In Mobisys, 2007.
23. M. Yarvis, N. Kushalnagar, H. Singh, A. Rangarajan, Y. Liu, and S. Singh. Exploiting heterogeneity in sensor networks. In IEEE INFOCOM, 2005.