Lifetime Maximization in Wireless Ad Hoc Networks with Network Coding and Matrix Game

In this paper, we present a matrix game cross-layer optimization formulation to maximize the network lifetime in wireless ad hoc networks with network coding. To this end, we introduce a cross-layer formulation of general NUM ( Maximization) that accommodates routing, scheduling, and stream control from different layers in the coded networks. Specifically, develop a matrix game with the strategy sets of the players corresponding to hyperlinks and transmission modes, and design payoffs specific to the lifetime. Given that, our cross programming formulation can benefit from both game NUM-based approaches at the same time by cooperating the programming model for the matrix game with that for the other layers in a consistent framework. Finally, our numerical example demonstrates its performance results on a well butterfly network to verify the cross-layer optimization scheme. Keywords—Cross-layer design, Lifetime maximization, game, Network coding.

[1]  Joongseok Park,et al.  Maximum Lifetime Routing In Wireless Sensor Networks ∗ , 2005 .

[2]  Rudolf Ahlswede,et al.  Network information flow , 2000, IEEE Trans. Inf. Theory.

[3]  Tracey Ho,et al.  Network Coding: An Introduction , 2008 .

[4]  Rene L. Cruz,et al.  Optimal routing, link scheduling and power control in multihop wireless networks , 2003, IEEE INFOCOM 2003. Twenty-second Annual Joint Conference of the IEEE Computer and Communications Societies (IEEE Cat. No.03CH37428).

[5]  J. Neumann,et al.  Theory of games and economic behavior , 1945, 100 Years of Math Milestones.

[6]  Xue-Bin Liang,et al.  Matrix games in the multicast networks: maximum information flows with network switching , 2006, IEEE Transactions on Information Theory.

[7]  Andrea J. Goldsmith,et al.  Cross-Layer Design for Lifetime Maximization in Interference-Limited Wireless Sensor Networks , 2006, IEEE Transactions on Wireless Communications.

[8]  Savo Glisic,et al.  Joint Optimization of Scheduling and Routing in Multicast Wireless Ad Hoc Networks Using Soft Graph Coloring and Nonlinear Cubic Games , 2011, IEEE Transactions on Vehicular Technology.

[9]  Jennifer Price,et al.  Network Coding Games with Unicast Flows , 2008, IEEE Journal on Selected Areas in Communications.

[10]  Philip M. Morse,et al.  Introduction to the Theory of Games , 1952 .

[11]  Ariel Orda,et al.  Bottleneck Routing Games in Communication Networks , 2007, IEEE J. Sel. Areas Commun..