A new clustering routing method based on PECE for WSN

Abstract

A new clustering routing method based on predictive energy consumption efficiency (PECE) for a wireless sensor network (WSN) is presented in this paper. It consists of two stages: cluster formation and stable data transfer. In the cluster formation stage, we design an energy-saving clustering routing algorithm based on the node degree, the relative distance between nodes, and the rest energy of nodes. When this algorithm selects the cluster head, the node degree and the relative distance between the nodes are fully considered, so the selected cluster not only has better coverage performance but also short average distance from other member nodes in the formative cluster; therefore, the cost of communications within the clusters is small. In the stable data transfer stage, by using bee colony optimization (BCO), we design a PECE strategy for data transmission. On the basis of considering the predictive values of energy consumption, the hops, and the propagation delay on this route, this strategy gives a precise definition of the route yield by using two types of bee agent to predict the route yield of each routing path from the source node to the sink node. Through the optimization design of the algorithm, it can improve the quality of clusters, thereby increasing the overall network performance, and reduces and balances the energy consumption of whole network and prolongs the survival time of the network.

Auto‐management of energy in IoT networks

“…[13][14][15][16][17][18][19] The fusion technique also presents an interesting strategy to solve this problem. [13][14][15][16][17][18][19] The fusion technique also presents an interesting strategy to solve this problem.…”

“…Energy consumption remains the most critical challenge, which leads to developing many new strategies such as routing protocols. [13][14][15][16][17][18][19] The fusion technique also presents an interesting strategy to solve this problem. 20,21 Several other methods have been established to reach the same goal, such as the anti-collision algorithm, 22 which consists of mapping correlation of identification (ID) for radio frequency identification (RFID).…”

Non Volatile Low Power Wake up Radio Transceiver for Wireless Sensor Network

“…New clustering routing method i.e. predictive energy consumption efficiency (PECE) has been proposed for WSNs (Zhang et al, 2015). This protocol works in two stages: cluster formation and stable data transfer.…”

New mixed adaptive detection algorithm for moving target with big data

“…This method has accurate and stable merit. T. Ojala proposed a moving target with big data detection method based on optical flow and level set [24][25][26]. It can use target edge closed curve which can be obtain by the energy function to complete detection.…”