Decision fusion from heterogeneous sensors in surveillance sensor systems

IEEE Transactions on Automation Science and Engineering

Volumn 8, Issue 1, 2011, Pages 228-233

  Gokce, Elif I ^a   Shrivastava, Abhishek K ^b   Cho, Jung Jin ^c   Ding, Yu ^d  

^a Columbus Radiology Corporation ^*  (United States)

^b CITY UNIVERSITY OF HONG KONG   (Hong Kong)

^c BAKER HUGHES   (United States)

^d Department of Electrical and Computer Engineering   (United States)

Author keywords

Homeland security; robust decision fusion; sensor fusion; surveillance system for ports and waterways

Indexed keywords

DECISION FUSION; DECISION FUSION RULES; DECISION RULES; EVENT DETECTION; HETEROGENEOUS SENSORS; HOME LAND SECURITY; MISCLASSIFICATION COSTS; OPERATING CONDITION; ROBUST DECISIONS; SENSOR FAILURE; SENSOR FUSION; SENSOR OUTPUT; SURVEILLANCE SENSORS; SURVEILLANCE SYSTEMS;

MONITORING; SECURITY SYSTEMS;

SENSORS;

EID: 78651067970     PISSN: 15455955     EISSN: None     Source Type: Journal    
DOI: 10.1109/TASE.2010.2064305     Document Type: Article

References (19)

1. P. K. Varshney, Distributed Detection and Data Fusion. New York: Springer-Verlag, 1997.
2. R. Viswanathan and P. K. Varshney, "Distributed detection with multiple sensors: Part 1\Fundamentals," Proc. IEEE, vol. 85, pp. 54-63, Jan. 1997.
3. R. S. Blum, A. Kassam, and H. V. Poor, "Distributed detection with multiple sensors: Part 2\Advanced topics," Proc. IEEE, vol. 85, pp. 64-79, Jan. 1997.
4. W. Shi, T. W. Sun, and R. D. Wesel, "Quasi-convexity and optimal binary fusion for distributed detection with identical sensors in generalized Gaussian noise," IEEE Trans. Inform. Theory, vol. 47, no. 1, pp. 446-450, Jan. 2001.
5. Q. Zhang, P. K. Varshney, and R. D. Wesel, "Optimal bi-level quantization of i.i.d. sensor observations for binary hypothesis testing," IEEE Trans. Inform. Theory, vol. 48, no. 7, pp. 2105-2111, Jul. 2002.
6. B. Krishnamachari and S. Iyengar, "Distributed bayesian algorithms for fault-tolerant event region detection in wireless sensor networks," IEEE Trans. Comput., vol. 53, no. 3, pp. 241-250, Mar. 2004.
7. K. Marzullo, "Tolerating failures of continuous-valued sensors," ACM Trans. Comput. Syst., vol. 8, no. 4, pp. 284-304, 1990.
8. L. Prasad, S. S. Iyangar, R. L. Rao, and R. L. Kashyap, "Fault-tolerant sensor integration using multiresolution decomposition," Amer. Phys. Soc., vol. 49, no. 4, pp. 3452-3461, 1994.
9. D. L. Hall and J. Llinas, "An introduction to multisensor data fusion," Proc. IEEE, vol. 85, pp. 6-23, Jan. 1997.
10. E.F.Nakamura, A.A.F. Laureiro, andA.C.Frery, "Information fusion for wireless sensor networks: Methods, models, and classifications," ACM Comput. Surveys, vol. 39, no. 3, pp. 1-55, 2007.
11. S. C. A. Thomopoulos, R. Viswanathan, and D. K. Bougoulias, "Optimal distributed decision fusion," IEEE Trans. Aerosp. Electron. Syst., vol. 25, no. 5, pp. 761-765, Sep. 1989.
12. X. Luo, M. Dong, and Y. Huang, "On distributed fault-tolerant detection in wireless sensor networks," IEEE Trans. Comput., vol. 55, no. 1, pp. 58-70, Jan. 2006. (Pubitemid 46488997)
13. R. R. Tenney and N. R. Sandell, "Detection with distributed sensors," IEEE Trans. Aerosp. Electron. Syst., vol. 17, no. 4, pp. 501-510, 1981.
14. V. V. Veeravalli, Sequential decision fusion: Theory and applications," J. Franklin Inst., vol. 336, 301-322, 1999.
15. D. Madigan, S. Mittal, and F. Roberts, "Sequential decision making algorithms for port of entry inspection: Overcoming computational challenges," in Proc. IEEE ISI, New Brunswick, NJ, May 2007, pp. 1-7.
16. E. A. Elsayed, C. M. Young, M.Xie, and Y. Zhu, "Port-of-entry inspection: Sensor deployment policy optimization," IEEE Trans. Autom. Sci. Eng., vol. 6, no. 2, pp. 265-276, Apr. 2009.
17. M. M. Kokar, J. A. Tomasik, and J. Weyman, "Data vs. decision fusion in the category theory framework," in Proc. FUSION, 2001, vol. 1, pp. TuA3-15-TuA3-20.
18. T. Clouquer, K. K. Saluje, and P. Ramanathan, "Fault tolerance in collaborative sensor networks for target detection," IEEE Trans. Comput., vol. 53, no. 3, pp. 320-333, Mar. 2004.
19. W. E. Wilhelm and E. I. Gokce, "Branch-and-price decomposition to design a surveillance system for port and waterway security," IEEE Trans. Autom. Sci. Eng., vol. 7, no. 2, pp. 316-325, Apr. 2010.