Optimal placement of a multi-sensor system

S.V. Pashko

Abstract


We consider the mathematical models for underwater acoustic sensors, the algorithm for threat detection by a multisensory system, optimization problems for placement of such systems. The mathematical methods for optimal sensor placement have been developed. The limit theorem on optimality of sensor placement has been proved. Numerical experiments have demonstrated that the algorithm outperforms
existing mathematical method for optimal sensor placement.

Problems in programming 2018; 2-3: 140-148


Keywords


sensor; multisensory system; algorithm for threat detection; optimal sensor placement; asymptotic optimality

References


Molyboha, A. and Zabarankin, M., 2012. Stochastic optimization of sensor placement for diver detection. Operations research, 60(2), P. 292-312.

https://doi.org/10.1287/opre.1110.1032

Iyer, S. and Rao, D.V., 2015, February. Genetic algorithm based optimization technique for underwater sensor network positioning and deployment. In Underwater Technology (UT), 2015 IEEE (P. 1-6). IEEE.

https://doi.org/10.1109/UT.2015.7108229

Hua, C.B., Wei, Z. and Nan, C.Z., 2014. Underwater Acoustic Sensor Networks Deployment Using Improved Self-Organize Map Algorithm. Cybernetics and Information Technologies, 14(5), P. 63-77.

https://doi.org/10.2478/cait-2014-0044

Dhillon, S.S. and Chakrabarty, K., 2003, March. Sensor placement for effective coverage and surveillance in distributed sensor networks. In Wireless Communications and Networking, 2003. WCNC 2003. 2003 IEEE (Vol. 3, P. 1609-1614). IEEE.

https://doi.org/10.21236/ADA445754

Mhatre, V.P., Rosenberg, C., Kofman, D., Mazumdar, R. and Shroff, N., 2005. A minimum cost heterogeneous sensor network with a lifetime constraint. IEEE Transactions on Mobile Computing, 4(1), P. 4-15.

https://doi.org/10.1109/TMC.2005.2

Zou, Y. and Chakrabarty, K., 2003, March. Sensor deployment and target localization based on virtual forces. In INFOCOM 2003. Twenty-Second Annual Joint Conference of the IEEE Computer and Communications. IEEE Societies (Vol. 2, P. 1293-1303). IEEE.

https://doi.org/10.1109/INFCOM.2003.1208965

Zou, Y. and Chakrabarty, K., 2004. Sensor deployment and target localization in distributed sensor networks. ACM Transactions on Embedded Computing Systems (TECS), 3(1), P. 61-91.

https://doi.org/10.1145/972627.972631

Felemban, M., 2011. Optimal Node Placement in Underwater Acoustic Sensor Network (Doctoral dissertation).

Pashko, S., Molyboha, A., Zabarankin, M. and Gorovyy, S., 2008. Optimal sensor placement for underwater threat detection. Naval Research Logistics (NRL), 55(7), P. 684-699.

https://doi.org/10.1002/nav.20311

Burdic, W.S., 1991. Underwater acoustic system analysis. Prentice Hall.

https://doi.org/10.1121/1.400752

Shiryaev, A.N., 1980. Probability [in Russian].

Wald, A., 1973. Sequential analysis. Courier Corporation.

Pashko, S., 2018. Optimal placement of multisensory system for threat detection. Cybernetics and Systems Analysis, 54(2), P. 85-94.

https://doi.org/10.1007/s10559-018-0026-z




DOI: https://doi.org/10.15407/pp2018.02.140

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