IEEE Sensors Journal · 2013 · 68 citations · 15 references
EngineeringWireless RoutingWireless Sensor SystemSensor NodesNetwork AnalysisSensor ConnectivitySensor NetworksReliability EngineeringGenetic AlgorithmSystems EngineeringFault RecoveryInternet Of ThingsGrade Diffusion AlgorithmTopology ControlComputer EngineeringFault-tolerant NetworkFault ManagementEdge ComputingMulti-hop Routing
This paper proposes a fault node recovery algorithm to enhance the lifetime of a wireless sensor network when some of the sensor nodes shut down. The algorithm is based on the grade diffusion algorithm combined with the genetic algorithm. The algorithm can result in fewer replacements of sensor nodes and more reused routing paths. In our simulation, the proposed algorithm increases the number of active nodes up to 8.7 times, reduces the rate of data loss by approximately 98.8%, and reduces the rate of energy consumption by approximately 31.1%.
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Genetic Algorithms and Engineering Design
David W. Coit · The Engineering Economist · 1998 · 1.2K citations
Topology control for wireless sensor networks
Jianping Pan, Y. Thomas Hou, Lin Cai et al. · 2003 · 441 citations