Reliable routing in wireless sensor networks based on coalitional game theory

Nodes in wireless sensor networks (WSNs) have the potential to be selfish without transmitting packets in routing. This study mainly focuses on the problem of reliable delivery mechanism in WSNs, and the authors’ objective is to ensure stable cooperation among nodes for packets delivery and minimum routing cost at the same time. Based on the performance metrics in terms of the rate of packets forwarding, correctly reporting event, and energy remain, the authors present a coalitional game model with a characteristic function to be shared among coalition members. Then an efficient and fast convergence coalition formation algorithm is proposed to obtain the stable coalition partition in the game. Finally, on the basis of the coalitional game model, the authors design a reliable coalition formation routing (RCFR) protocol, which selects route according to the principle of lowest cost. Simulation experiments are conducted to analyse the performance of RCFR, compared with original ad hoc on-demand distance vector routing and the method proposed by Kazemeyni. The results show that RCFR effectively enhances packet delivery ratio, decreases routing establishing time, balances energy consumption, and reduces average signalling overhead.

[1]  Athanasios V. Vasilakos,et al.  Evolutionary coalitional games: design and challenges in wireless networks , 2012, IEEE Wireless Communications.

[2]  Walid Saad,et al.  Hedonic Coalition Formation for Distributed Task Allocation among Wireless Agents , 2010, IEEE Transactions on Mobile Computing.

[3]  Zhu Han,et al.  Coalitional game theory for communication networks , 2009, IEEE Signal Processing Magazine.

[4]  Matthew O. Jackson,et al.  The Stability of Hedonic Coalition Structures , 2002, Games Econ. Behav..

[5]  Richard J. Gibbens,et al.  Coalition Games and Resource Allocation in Ad-Hoc Networks , 2007, BIOWIRE.

[6]  Charles E. Perkins,et al.  Highly Dynamic Destination-Sequenced Distance-Vector Routing (DSDV) for mobile computers , 1994, SIGCOMM.

[7]  David A. Maltz,et al.  Dynamic Source Routing in Ad Hoc Wireless Networks , 1994, Mobidata.

[8]  Ilangko Balasingham,et al.  Grouping Nodes in Wireless Sensor Networks Using Coalitional Game Theory , 2010, FMOODS/FORTE.

[9]  Refik Molva,et al.  Analysis of coalition formation and cooperation strategies in mobile ad hoc networks , 2005, Ad Hoc Networks.

[10]  Zhe Chen,et al.  Modeling and analyzing the convergence property of the BGP routing protocol in SPIN , 2015, Telecommun. Syst..

[11]  Tomoaki Ohtsuki,et al.  Coalition Graph Game for Robust Routing in Cooperative Cognitive Radio Networks , 2015, Mob. Networks Appl..

[12]  Athanasios V. Vasilakos,et al.  A Biology-Based Algorithm to Minimal Exposure Problem of Wireless Sensor Networks , 2014, IEEE Transactions on Network and Service Management.

[13]  Athanasios V. Vasilakos,et al.  Directional routing and scheduling for green vehicular delay tolerant networks , 2012, Wireless Networks.

[14]  Athanasios V. Vasilakos,et al.  Spatial Reusability-Aware Routing in Multi-Hop Wireless Networks , 2016, IEEE Transactions on Computers.

[15]  Athanasios V. Vasilakos,et al.  Approximating Congestion + Dilation in Networks via "Quality of Routing" Games , 2012, IEEE Trans. Computers.

[16]  Athanasios V. Vasilakos,et al.  Reliable Multicast with Pipelined Network Coding Using Opportunistic Feeding and Routing , 2014, IEEE Transactions on Parallel and Distributed Systems.

[17]  Athanasios V. Vasilakos,et al.  Routing Metrics of Cognitive Radio Networks: A Survey , 2014, IEEE Communications Surveys & Tutorials.

[18]  Athanasios V. Vasilakos,et al.  CDC: Compressive Data Collection for Wireless Sensor Networks , 2015, IEEE Transactions on Parallel and Distributed Systems.

[19]  Xiao Wang,et al.  A lightweight trust management based on Bayesian and Entropy for wireless sensor networks , 2015, Secur. Commun. Networks.

[20]  Roberto Di Pietro,et al.  Secure topology maintenance and events collection in WSNs , 2011, Secur. Commun. Networks.