Deployment of high altitude platforms in heterogeneous wireless sensor network via MRF-MAP and potential games

作者: Xuyu Wang

DOI: 10.1109/WCNC.2013.6554776

关键词: Energy consumptionWireless sensor networkDistributed computingComputer networkNash equilibriumPotential gameRelayKey distribution in wireless sensor networksMarkov processComputer science

摘要: With the development of wireless sensor network (WSN), design and maintenance WSN are still challenge in a large number nodes which constrained energy bandwidth. Thus, new solution is high altitude platforms (HAPs) that can be employed as relay order to reduce consumption because multi-hop transmission enlarge coverage range WSN. In this paper, novel heterogeneous system consisting HAP layer, layer mission proposed. system, we model deployment HAPs based on markov random field with maximum posteriori probability (MAP) framework, thus obtaining function HAPs. Then, potential game approach introduced analyze function, proves able achieve pure Nash equilibrium. addition, modified distributed learning algorithm called sequential spatial adaptive play presented solve proposed game. Finally, simulation results illustrate method equilibrium optimal

参考文章(11)
Utku Ozan Candogan, Ishai Menache, Asuman Ozdaglar, Pablo A. Parrilo, Near-Optimal Power Control in Wireless Networks: A Potential Game Approach international conference on computer communications. pp. 1954- 1962 ,(2010) , 10.1109/INFCOM.2010.5462017
Anggoro K. Widiawan, Rahim Tafazolli, High Altitude Platform Station (HAPS): A Review of New Infrastructure Development for Future Wireless Communications Wireless Personal Communications. ,vol. 42, pp. 387- 404 ,(2007) , 10.1007/S11277-006-9184-9
Sylvie Perreau, Marc Sigelle, Paolo Da Silva, Aruna Jayasuriya, Sensor Networks Protocol Design Using Random Markov Field Theory sensor mesh and ad hoc communications and networks. pp. 280- 287 ,(2009) , 10.1109/SAHCN.2009.5168969
J.S. Shamma, J.R. Marden, G. Arslan, Cooperative Control and Potential Games systems man and cybernetics. ,vol. 39, pp. 1393- 1407 ,(2009) , 10.1109/TSMCB.2009.2017273
Kenan Xu, H. Hassanein, G. Takahara, Quanhong Wang, Relay Node Deployment Strategies in Heterogeneous Wireless Sensor Networks IEEE Transactions on Mobile Computing. ,vol. 9, pp. 145- 159 ,(2010) , 10.1109/TMC.2009.105
I.F. Akyildiz, W. Su, Y. Sankarasubramaniam, E. Cayirci, Wireless sensor networks: a survey Computer Networks. ,vol. 38, pp. 393- 422 ,(2002) , 10.1016/S1389-1286(01)00302-4