Collaborative signal and information processing: An information-directed approach

Proceedings of the IEEE

Volumn 91, Issue 8, 2003, Pages 1199-1209

  Zhao, Feng ^a   Liu, Jie ^a   Liu, Juan ^a   Guibas, Leonidas ^b   Reich, James ^a  

^a PALO ALTO RESEARCH CENTER   (United States)

^b Stanford University   (United States)

Author keywords

Collaborative signal and information processing (CSIP); Constrained optimization; Distributed sensing; Information utility; Sensor networks; Target tracking

Indexed keywords

COMPUTER SIMULATION; CONSTRAINT THEORY; QUERY LANGUAGES; RESOURCE ALLOCATION; SENSORS; TELECOMMUNICATION NETWORKS;

COLLABORATIVE SIGNAL AND INFORMATION PROCESSING (CSIP); CONSTRAINED OPTIMIZATION; DISTRIBUTED SENSING; INFORMATION UTILITY; SENSOR NETWORKS; TARGET TRACKING;

DATA PROCESSING;

EID: 3042514350     PISSN: 00189219     EISSN: None     Source Type: Journal    
DOI: 10.1109/JPROC.2003.814921     Document Type: Conference Paper

References (27)

1. H. Abelson, D. Allen, D. Coore, C. Hanson, E. Rauch, G. J. Sussman, and R. Weiss, "Amorphous computing," Commun. ACM. vol. 43, no. 5, pp. 74-82, May 2001.
2. Y. Bar-Shalom and X. R. Li, Multitarget-Maltisensor Tracking: Principles and Techniques. Storrs, CT: YBS, 1995.
3. R. R. Brooks, C. Griffin, and D. S. Friedlander, "Self-organized distributed sensor network entity tracking," Int. J. High-Perform. Comput. Applicat., vol. 16, no. 3, 2002.
4. E. Cheong, J. Liebman, J. Liu, and F. Zhao, "TinyGALS: a programming model for event-driven embedded systems," presented at the 18th ACM Symp. Applied Computing, Melbourne, FL, 2003.
5. M. Chu, H. Haussecker, and F. Zhao, "Scalable information-driven sensor querying and routing for ad hoc heterogeneous sensor networks," Int. J. High-Perform. Comput. Applicat., vol. 16, no. 3, pp. 90-110, 2002.
6. C. Calude, M. J. Dinneen, and F. Peper, Eds., Lecture Notes in Computer Science. Unconventional Models of Computation. Heidelberg, Germany: Springer-Verlag, 2002, vol. 2509.
7. I. J. Cox and S. L. Hingorani, "An efficient implementation of Reid's multiple hypothesis tracking algorithm and its evalualion for the purpose of visual tracking," IEEE Trans. Pattern Anal. Machine Intell., vol. 18, pp. 138-150, Feb. 1996.
8. L. Doherty, B. A. Warneke, B. E. Böser, and K. S. J. Pister, "Energy and performance consideralions for smart dust," Int. J. Parallel Distribut. Syst. Netw., vol. 4, no. 3, pp. 121-133, 2001.
9. D. Estrin, R. Govindan, J. Heidemann, and S. Kumar, "Next century challenges: scalable coordination in sensor networks," presented at the 5th Annu. Int. Conf. Mobile Computing and Networks (MobiCOM '99), Seattle, WA, 1999.
10. Q. Fang, F. Zhao, and L. Guibas, "Lightweight sensing and communication protocols for target enumeration and aggregation," presented at the ACM Symp. Mobile Ad Hoc Networking and Computing (MobiHoc), Annapolis, MD, 2003.
11. L. Guibas, "Sensing, tracking, and reasoning with relations," IEEE Signal Processing Mag., vol. 19, pp. 73-85, Mar. 2002.
12. J. Hill, R. Szewczyk, A. Woo, S. Hollar, D. E. Culler, and K. S. J. Pister, "System architecture directions for networked sensors," in ASPLOS 2000, pp. 93-104.
13. C. Intanagonwiwat, R. Govindan, and D. Estrin, "Directed diffusion: a scalable and robust communication paradigm for sensor networks," in Proc. ACM MobiCOM. Boston, 2000.
14. D. Li, K. Wong, Y. H. Hu, and A. Sayeed, "Detection, classification and tracking of targets in distributed sensor networks," IEEE Signal Processing Mag., vol. 19, Mar. 2002.
15. J. Liu, P. Cheung, L. Guibas, and F. Zhao, "A dual-space approach to tracking and sensor management in wireless sensor networks," in Proc. 1st ACM Int. Workshop Wireless Sensor Networks and Applications, 2002, pp. 131-139.
16. J. J. Liu, J. Reich, and F. Zhao, "Collaborative in-network processing for target tracking," J. Appl. Signal Process., vol. 23, no. 4, pp. 378-391, Apr. 2003.
17. J. J. Liu, D. Petrovic, and F. Zhao, "Multi-step information-directed sensor querying in distributed sensor networks," in Proc. IEEE Int. Conf. Acoustics, Speech, and Signal Processing (ICASSP), 2003, pp. V_145-V_148.
18. J. J. Liu, J. Liu, J. Reich, P. Cheung, and F. Zhao, "Distributed group management for (rack initiation and maintenance in target localization applications," in Proc. 2nd Int. Workshop Information Processing in Sensor Networks (IPSN), 2003, pp. 113-128.
19. J. Manyika and H. Durrant-Whyte, Data Fusion and Sensor Management: A Decentralized Information-Theoretic Approach. New York: Ellis Horwood, 1994.
20. W. M. Merrill, K. Sohrabi, L. Girod, J. Elson, F. Newberg, and W. Kaiser, "Open standard development platforms for distributed sensor networks," in Proc. SPIE Unattended Ground Sensor Technologies and Applications IV, vol. 4743, 2002, pp. 327-337.
21. A. B. Poore, "Multidimensional assignment formulation of data association problems arising from multitarget and multisensor tracking," Computut. Optimizat. Applicat., vol. 3, pp. 27-57, 1994.
22. G. J. Pottie and W. J. Kaiser, "Wireless integrated network sensors," Commun. ACM. vol. 43, no. 5, pp. 51-58, May 2000.
23. D. B. Reid, "An algorithm for tracking multiple targets," IEEE Trans. Automat. Contr., vol. AC-24, pp. 843-854, Dec. 1979.
24. J. Shin, L. Guibas, and F. Zhao, "A distributed algorithm for managing multi-target identities in wireless ad-hoc sensor networks," in Proc. 2nd Int. Workshop Information Processing in Sensor Networks (IPSN), 2003, pp. 223-238.
25. R. R. Tenney and N. R. Sandell Jr., "Detection with distributed sensors," IEEE Trans. Aerosp. Electron. Syst., vol. ARS-17, pp. 501-510, July 1981.
26. F. Zhao, J. Shin, and J. Reich, "Information-driven dynamic sensor collaboration," IEEE Signal Processing Mag., vol. 19, pp. 61-72, Mar. 2002.
27. F. Zhao, C. Bailey-Kellogg, and M. Fromherz, "Physics-based encapsulation in embedded software for distributed sensing and control applications," Proc. IEEE, vol. 91, pp. 40-63, Jan. 2003.