A Distributed Algorithm for Maximum Lifetime Routing in Sensor Networks with Mobile Sink

We consider a noise-limited wireless sensor network that consists of battery-operated nodes which can route information to a mobile sink in a multi-hop fashion. The problem of maximizing the network's lifetime, defined as the period of time during which the network can route a feasible flow to each sink location subject to power/energy constraints, is cast into a linear program, reduced into a simpler equivalent form and solved via dual decomposition. The unknowns are the sink sojourn times and the routing flow vector for each sink location. The presence of a mobile sink presents new challenges but the problem structure can still be exploited to find the optimal solution. A distributed algorithm based on the subgradient method and using the sink as leader is proposed and its performance is evaluated through simulation for random networks. The algorithm's requirements in memory are also provided.

[1]  Hanif D. Sherali,et al.  Recovery of primal solutions when using subgradient optimization methods to solve Lagrangian duals of linear programs , 1996, Oper. Res. Lett..

[2]  Mani Srivastava,et al.  Energy efficient routing in wireless sensor networks , 2001, 2001 MILCOM Proceedings Communications for Network-Centric Operations: Creating the Information Force (Cat. No.01CH37277).

[3]  Teresa H. Meng,et al.  Minimum energy mobile wireless networks , 1998, ICC '98. 1998 IEEE International Conference on Communications. Conference Record. Affiliated with SUPERCOMM'98 (Cat. No.98CH36220).

[4]  Anthony Ephremides,et al.  Energy-Efficient Routing for Connection-Oriented Traffic in Wireless Ad-Hoc Networks , 2003, Mob. Networks Appl..

[5]  Emanuel Melachrinoudis,et al.  Exploiting Sink Mobility for Maximizing Sensor Networks Lifetime , 2005, Proceedings of the 38th Annual Hawaii International Conference on System Sciences.

[6]  Dimitri P. Bertsekas,et al.  Convex Analysis and Optimization , 2003 .

[7]  Ioannis Papadimitriou,et al.  Maximum Lifetime Routing to Mobile Sink in Wireless Sensor Networks , 2005 .

[8]  Ritesh Madan,et al.  Distributed algorithms for maximum lifetime routing in wireless sensor networks , 2006, IEEE Global Telecommunications Conference, 2004. GLOBECOM '04..

[9]  Stephen P. Boyd,et al.  Simultaneous routing and resource allocation via dual decomposition , 2004, IEEE Transactions on Communications.

[10]  Seif Haridi,et al.  Distributed Algorithms , 1992, Lecture Notes in Computer Science.

[11]  John N. Tsitsiklis,et al.  Parallel and distributed computation , 1989 .

[12]  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).

[13]  Milind Dawande,et al.  Energy efficient schemes for wireless sensor networks with multiple mobile base stations , 2003, GLOBECOM '03. IEEE Global Telecommunications Conference (IEEE Cat. No.03CH37489).

[14]  Leandros Tassiulas,et al.  Energy conserving routing in wireless ad-hoc networks , 2000, Proceedings IEEE INFOCOM 2000. Conference on Computer Communications. Nineteenth Annual Joint Conference of the IEEE Computer and Communications Societies (Cat. No.00CH37064).

[15]  Leandros Tassiulas,et al.  Optimal deployment of large wireless sensor networks , 2006, IEEE Transactions on Information Theory.

[16]  John N. Tsitsiklis,et al.  Introduction to linear optimization , 1997, Athena scientific optimization and computation series.

[17]  J. Boudec,et al.  Optimal power control, scheduling, and routing in UWB networks , 2004, IEEE Journal on Selected Areas in Communications.

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

[19]  Jun Luo Mobility in wireless networks: friend or foe , 2006 .

[20]  David K. Smith Network Flows: Theory, Algorithms, and Applications , 1994 .

[21]  Subhrakanti Dey,et al.  Lifetime Optimization for Wireless Sensor Networks with Outage Probability Constraints , 2006 .