TY - GEN
T1 - Fault-tolerant relay deployment based on length-constrained connectivity and rerouting centrality in wireless sensor networks
AU - Sitanayah, Lanny
AU - Brown, Kenneth N.
AU - Sreenan, Cormac J.
PY - 2012
Y1 - 2012
N2 - Wireless Sensor Networks (WSNs) are prone to failures. To be robust to failures, the network topology should provide alternative routes to the sinks so when failures occur the routing protocol can still offer reliable delivery. We define l-CRC, a new centrality index which measures a node's importance to connectivity and efficient delivery in the network. We then use this centrality index to concentrate on the most important nodes, providing alternative paths around the nodes with high centrality. Varying l-CRC allows us to trade off cost for robustness. We introduce GRASP-ABP, a local search algorithm for initial robust topology design. We evaluate the algorithm empirically in terms of the number of additional nodes it suggests and its runtime. We then evaluate the robustness of the designs against node failures in simulation, and we demonstrate that the centrality-based GRASP-ABP's designs are able to offer reliable delivery, comparable to competitor algorithms, but with fewer additional relays and faster runtime.
AB - Wireless Sensor Networks (WSNs) are prone to failures. To be robust to failures, the network topology should provide alternative routes to the sinks so when failures occur the routing protocol can still offer reliable delivery. We define l-CRC, a new centrality index which measures a node's importance to connectivity and efficient delivery in the network. We then use this centrality index to concentrate on the most important nodes, providing alternative paths around the nodes with high centrality. Varying l-CRC allows us to trade off cost for robustness. We introduce GRASP-ABP, a local search algorithm for initial robust topology design. We evaluate the algorithm empirically in terms of the number of additional nodes it suggests and its runtime. We then evaluate the robustness of the designs against node failures in simulation, and we demonstrate that the centrality-based GRASP-ABP's designs are able to offer reliable delivery, comparable to competitor algorithms, but with fewer additional relays and faster runtime.
KW - centrality
KW - network deployment planning
KW - relay placement
KW - wireless sensor networks
UR - https://www.scopus.com/pages/publications/84857200316
U2 - 10.1007/978-3-642-28169-3_8
DO - 10.1007/978-3-642-28169-3_8
M3 - Conference proceeding
AN - SCOPUS:84857200316
SN - 9783642281686
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 115
EP - 130
BT - Wireless Sensor Networks - 9th European Conference, EWSN 2012, Proceedings
T2 - 9th European Conference on Wireless Sensor Networks, EWSN 2012
Y2 - 15 February 2011 through 17 February 2011
ER -