Wireless Sensor Network(WSNs)consists of a group of nodes that analyze the information from surrounding *** sensor nodes are responsible for accumulating and exchanging ***,node local-ization is the process of identif...
详细信息
Wireless Sensor Network(WSNs)consists of a group of nodes that analyze the information from surrounding *** sensor nodes are responsible for accumulating and exchanging ***,node local-ization is the process of identifying the target node’s *** this research work,a Received Signal Strength Indicator(RSSI)-based optimal node localization approach is proposed to solve the complexities in the conventional node localization ***,the RSSI value is identified using the Deep Neural Network(DNN).the RSSI is conceded as the range-based method and it does not require special hardware for the node localization process,also it consumes a very minimal amount of cost for localizing the nodes in 3D *** position of the anchor nodes is fixed for detecting the location of the ***,the optimal position of the target node is identified using hybridtcellimmune with lotuseffectoptimizationalgorithm(HtCI-LEO).During the node localization process,the averagelocalizationerror is minimized,which is the objective of the optimal node *** the regular and irregular surfaces,this hybridalgorithmeffectively performs the localization *** suggested hybridalgorithm converges very fast in the three-dimensional(3D)*** accuracy of the proposed node localization process is 94.25%.
暂无评论