Title :
A Distributed Algorithm for Maximum Lifetime Routing in Sensor Networks with Mobile Sink
Author :
Gatzianas, Marios ; Georgiadis, Leonidas
Author_Institution :
Aristotle Univ. of Thessaloniki, Thessaloniki
fDate :
3/1/2008 12:00:00 AM
Abstract :
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.
Keywords :
distributed algorithms; gradient methods; linear programming; matrix decomposition; telecommunication network routing; wireless sensor networks; battery-operated nodes; distributed algorithm; dual decomposition; linear program; maximum lifetime routing; memory requirement; mobile sink; noise-limited wireless sensor network; power/energy constraints; random networks; routing flow vector; sink location; sink sojourn times; subgradient method; Character generation; Distributed algorithms; Monitoring; Power generation; Resource management; Routing; Spread spectrum communication; Telecommunication network topology; Vectors; Wireless sensor networks;
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2008.060727