Distributed detection of local phenomena with wireless sensor networks

IEEE International Conference on Communications

Volumn , Issue , 2010, Pages

  Lucchi, Matteo ^a   Chiani, Marco ^b  

^a Senet SrL   (Italy)

^b UNIVERSITY OF BOLOGNA   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

APPLICATION SCENARIO; CHAIN NETWORKS; DISTRIBUTED DETECTION; ERROR PROBABILITIES; FIRE DETECTION; FUSION RULE; LAST STAGE; LOCAL DECISIONS; WIDE AREA; WIRELESS LINK;

PROBABILITY; SENSOR NETWORKS;

WIRELESS SENSOR NETWORKS;

EID: 77955359908     PISSN: 05361486     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICC.2010.5502167     Document Type: Conference Paper

References (27)

1. Y. Li, Z. Wang, and Y. Song, "Wireless sensor network design for wildfire monitoring," in IEEE Proceedings of the 6th World Congress on Intelligent Control and Automation, Dalian, China, June 2006, pp. 109-113.
2. Z. Chaczko and F. Ahmad, "Wireless sensor network based system for fire endagered areas," in IEEE Proceedings of the Third International Conference on Information Technology and Applications (ICITA'05), 2005.
3. R. Verdone, D. Dardari, G. Mazzini, and A. Conti, in Wireless Sensor and Actuator Networks: technologies, analysis and design. Elsevier, 2008.
4. T. M. Cover, "Hypothesis testing with finite statistics," The Annals of Mathematical Statistics, vol. 40, no. 3, pp. 828-835, June 1969.
5. P. K. Varshney, Distributed Detection and Data Fusion. Springer, 1996.
6. J.-F. Chamberland and V. V. Veeravalli, "Wireless sensors in distributed detection applications," IEEE Signal Processing Mag., pp. 16-25, May 2007.
7. R. R. Tenney and N. R. Sandell, "Detection with distributed sensors," IEEE Trans. Aerosp. Electron. Syst., vol. 17, no. 4, pp. 501-510, 1981.
8. J. N. Tsitsiklis, "Decentralized detection," Advs. Statistical Signal Processing, vol. 2, pp. 297-344, 1993.
9. R. Viswanathan and P. K. Varshney, "Distributed detection with multiple sensors: Part I-fundamentals," in Proc. IEEE, vol. 85, Jan. 1997, pp. 54-63.
10. Z. Chair and P. K. Varshney, "Distributed Bayesian hypothesis testing with distributed data fusion," IEEE Trans. Syst., Man, Cybern., vol. 18, no. 5, pp. 695-699, Sept. 1988.
11. J.-F. Chamberland and V. V. Veeravalli, "Decentralized detection in sensor networks," IEEE Trans. Signal Processing, vol. 51, no. 2, pp. 407-416, Feb. 2003.
12. W. Irving and J. Tsitsiklis, "Some properties of optimal thresholds in decentralized detection," IEEE Trans. Automat. Contr., vol. 39, no. 4, pp. 835-838, Apr. 1994.
13. J.-F. Chamberland and V. V. Veeravalli, "Asymptotic results for decentralized detection in power constrained wireless sensor networks," IEEE J. Select. Areas Commun., vol. 22, no. 6, pp. 1007-1015, Aug. 2004.
14. J. Tsitsiklis and M. Athans, "Convergence and asymptotic agreement in distributed decision problems," IEEE Trans. Automat. Contr., vol. 29, no. 1, pp. 42-50, Jan. 1984.
15. G. Polychronopoulos and J. Tsitsiklis, "Explicit solutions for some simple decentralized detection problems," IEEE Trans. Aerosp. Electron. Syst., vol. AES-26, pp. 282-292, Mar. 1990.
16. R. Srinivasan, "A theory of distributed detection," Signal Processing, vol. 11, pp. 319-327, 1986.
17. J. Tsitsiklis and M. Athans, "On the complexity of decentralized decision making and detection problems," IEEE Trans. Automat. Contr., vol. AC-30, pp. 440-446, May 1985.
18. J. Tsitsiklis, "On threshold rules in decentralized detection," in Proc. 25th IEEE Conf. on Decision and Control, vol. 1, Athens,Greece, 1986, pp. 232-236.
19. H. V. Trees, Detection, Estimation, and Modulation Theory. New York: John Willet & Sons, 1968.
20. V. Veeravalli, T. Basar, and H. Poor, "Minmax robust decentralized detection," IEEE Trans. Inform. Theory, vol. 40, no. 1, pp. 35-40, Jan. 1994.
21. V. Veeravalli, "Topics in decentralized detection," Ph.D. dissertation, University of Illinois, Illinois,USA, apr 1992.
22. W. P. Tay, J. N. Tsitsiklis, and M. Z. Win, "On the subexponential decay of detection error probabilities in long tandems," IEEE Trans. Inform. Theory, vol. 54, no. 10, pp. 4767-4771, Oct. 2008.
23. -, "Data fusion trees for detection: Does architecture matter?" IEEE Trans. Inform. Theory, vol. 54, no. 9, pp. 4155-4168, Sept. 2008.
24. M. Chiani, "Introducing erasures in decision-feedback equalization to reduce error propagation," IEEE Trans. Commun., vol. 45, no. 7, pp. 757-760, July 1997.
25. M. Lucchi, "Cooperative communication and distributed detection in wireless sensor networks," Ph.D. dissertation, University of Bologna, Bologna, Italy, may 2008.
26. M. Chiani, D. Dardari, and M. K. Simon, "New exponential bounds and approximations for the computation of error probability in fading channels," IEEE Trans. Wireless Commun., vol. 2, no. 4, pp. 840-845, July 2003.
27. P. F. Swaszek, "On the performance of serial networks in distributed detection," IEEE Trans. Aerosp. Electron. Syst., vol. 29, no. 1, pp. 254-260, Jan. 1993.