Latency of collaborative target detection for surveillance sensor networks

IEEE Transactions on Parallel and Distributed Systems

Volumn 26, Issue 2, 2015, Pages 467-477

  Chin, Tai Lin ^a   Chuang, Wan Chen ^a  

^a NATIONAL TAIWAN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Taiwan)

Author keywords

detection latency; fusion; Sensor network; sequential detection; target detection

Indexed keywords

DECISION MAKING; FUSION REACTIONS; PROBABILITY; SENSOR NETWORKS; TARGET TRACKING;

ANALYTICAL RESULTS; DETECTION LATENCY; DETECTION PROBABILITIES; EXTENSIVE SIMULATIONS; FALSE ALARM PROBABILITY; MISSING PROBABILITY; SEQUENTIAL DETECTION; SURVEILLANCE SENSORS;

WIRELESS SENSOR NETWORKS;

EID: 84921442302     PISSN: 10459219     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPDS.2013.292     Document Type: Article

References (29)

1. Y. Li, Z. Wang, and Y. Song, "Wireless Sensor Network Design for Wildfire Monitoring," in Proc. 6th World Congr. Intell. Control Autom., 2006, vol. 1, pp. 109-113.
2. M. Hefeeda and M. Bagheri, "Forest Fire Modeling and Early Detection Using Wireless Sensor Networks," Ad Hoc Sens. Wireless Netw., vol. 7, pp. 169-224, 2009.
3. V. Phipatanasuphorn and P. Ramanathan, "Vulnerability of Sensor Networks to Unauthorized Traversal and Monitoring," IEEE Trans. Comput., vol. 53, no. 3, pp. 364-369, Mar. 2004.
4. X. Sheng and Y.H. Hu, "Maximum Likelihood Wireless Sensor Network SourceLocalizationUsingAcoustic Signal EnergyMeasurements," IEEE Trans. Signal Process., vol. 53, no. 1, pp. 44-53, Jan. 2005.
5. D. Li, K.D. Wong, Y.H. Hu, and A. Sayeed, "Detection, Classification, and Tracking of Targets," IEEE Signal Process. Mag., vol. 19, no. 2, pp. 17-29, Mar. 2002.
6. G. Wang,G. Cao, and T.F. La Porta, "Movement-Assisted Sensor Deployment," IEEE Trans. Mobile Comput., vol. 5, no. 6, pp. 640-652, Jun. 2006.
7. S. Meguerdichian, F. Koushanfar, G. Qu, and M. Potkonjak, "Exposure in Wireless Ad-Hoc Sensor Networks," in Proc. MobiCom, Jul. 2001, pp. 139-150.
8. O. Dousse, C. Tavoularis, and P. Thiran, "Delay of Intrusion Detection in Wireless Sensor Networks," in Proc. MobiHoc, 2006, pp. 155-165.
9. Y.-C.Wang, Y.-F. Chen, and Y.-C. Tseng, "Using Rotatable and Directional (R&D) Sensors to Achieve Temporal Coverage of Objects and Its Surveillance Application," IEEE Trans. Mobile Comput., vol. 11, no. 8, pp. 1358-1371, Aug. 2012.
10. G. Xing, X. Chang, C. Lu, J. Wang, K. Shen, R. Pless, and J.A. O'Sullivan, "Efficient Coverage Maintenance Based on Probabilistic Distributed Detection," IEEE Trans. Mobile Comput., vol. 9, no. 9, pp. 1346-1360, Sep. 2010.
11. R. Niu and P.K. Varshney, "Distributed Detection and Fusion in a Large Wireless Sensor Network of Random Size," EURASIP J. Wireless Communun. Netw., vol. 2005, no. 4, pp. 462-472, Sep. 2005.
12. N. Katenka, E. Levina, and G. Michailidis, "Local Vote Decision Fusion for Target Detection in Wireless Sensor Networks," IEEE Trans. Signal Process., vol. 56, no. 1, pp. 329-338, Jan. 2008.
13. P. Varshney, Distributed Detection and Data Fusion. NewYork, NY, USA: Springer-Verlag, 1996.
14. T. Clouqueur, K.K. Saluja, and P. Ramanathan, "Fault-Tolerance in Collaborative Sensor Networks for Target Detection," IEEE Trans. Comput., vol. 53, no. 3, pp. 320-333, Mar. 2004.
15. G. Xing, R. Tan, B. Liu, J.Wang, X. Jia, and C.-W. Yi, "Data Fusion Improves the Coverage of Wireless Sensor Networks," in Proc. MobiCom, 2009, pp. 157-168.
16. C. Gui and P. Mohapatra, "Power Conservation and Quality of Surveillance in Target Tracking Sensor Networks," in Proc. MobiCom, 2004, pp. 129-143.
17. J.A.Aslam, Z.J. Butler, F. Constantin, V. Crespi, G. Cybenko, and D. Rus, "Tracking a Moving Object with a Binary Sensor Network," in Proc. SenSys, 2003, pp. 150-161.
18. P. Brass, "Bounds on Coverage and Target Detection Capabilities for Models of Networks of Mobile Sensors," ACM Trans. Sens. Netw., vol. 3, no. 2, p. 9, Jun. 2007.
19. T.-L. Chin and Y.-H. Hu, "Optimal Detector Based on Data Fusion for Wireless Sensor Networks," in Proc. Globecom, Dec. 2011, pp. 1-5.
20. R. Tan, G. Xing, B. Liu, J. Wang, and X. Jia, "Exploiting Data Fusion to Improve the Coverage of Wireless Sensor Networks," IEEE/ACM Trans. Netw., vol. 20, no. 2, pp. 450-462, Apr. 2012.
21. M. Zhu, S. Ding, Q.Wu, R.R. Brooks, N.S.V. Rao, and S.S. Iyengar, "Fusion of Threshold Rules for Target Detection in Wireless Sensor Networks," ACM Trans. Sens. Netw., vol. 6, no. 2, pp. 18:1-18:7, Feb. 2010.
22. Q. Cao, T. Yan, J.A. Stankovic, and T.F. Abdelzaher, "Analysis of Target Detection Performance forWireless Sensor Networks," in Proc. DCOSS, 2005, pp. 276-292.
23. R. Tan,G. Xing, J. Wang, and B. Liu, "Performance Analysis of Real-Time Detection in Fusion-Based Sensor Networks," IEEE Trans. Parallel Distrib. Syst., vol. 22, no. 9, pp. 1564-1577, Sep. 2011.
24. N. Bisnik, A. Abouzeid, and V. Isler, "Stochastic Event Capture Using Mobile Sensors Subject to a Quality Metric," IEEE Trans. Robot., vol. 23, no. 4, pp. 676-692, Aug. 2007.
25. T.-L. Chin, P. Ramanathan, and K.K. Saluja, "Modeling Detection Latency With Collaborative Mobile Sensing Architecture," IEEE Trans. Comput., vol. 58, no. 5, pp. 692-705, May 2009.
26. C. Wang, P. Ramanathan, and K.K. Saluja, "Modeling LatencyV Lifetime Trade-Off for Target Detection inMobile Sensor Networks," ACM Trans. Sens. Netw., vol. 7, no. 1, pp. 8:1-8:24, Aug. 2010.
27. T.S. Rappaport, Wireless Communications: Principles and Practice, 2nd ed. Englewood Cliffs, NJ, USA: Prentice-Hall, 2002.
28. M. Hata, "Empirical Formula for Propagation Loss in Land Mobile Radio Service," IEEE Trans. Veh. Technol., vol. VT-29, no. 3, pp. 317-325, Aug. 1980.
29. Z. Chair and P. Varshney, "Optimal Data Fusion in Multiple Sensor Detection Systems," IEEE Trans. Aerosp. Electron. Syst., vol. AES-22, no. 1, pp. 98-101, Jan. 1986.