Authors: Pinghui Zou; Yun Liu
Addresses: School of Electronic and Information Engineering, Beijing Jiaotong University, Beijing 10000, China ' School of Electronic and Information Engineering, Beijing Jiaotong University, Beijing 10000, China
Abstract: To keep the data synchronisation and fidelity of each node in wireless sensor network (WSN), we propose a router-combined data fusion algorithm based on broadcast tree. The approximation algorithm is used to transform the optimum aggregation tree into NP-C problem to solve the smallest Steiner tree. Then the cluster-based optimising directed diffusion routing is adopted to construct aggregation tree for data fusion. At the fusion phase, we introduce consensus factor to support degree matrix, to replace original constant factor and provide more weight effect for reliable sensor. The improved support degree matrix will measure the support degree of each sensor to form a novel weighted fusion algorithm. The analyses on simulation show that our fusion algorithm can make data fusion effectively, which also has higher performance in delay, energy and accuracy.
Keywords: data aggregation; WSNs; wireless sensor networks; broadcast tree; routing protocols; directed disaggregation protocol; support degree; clustering; data synchronisation; data fusion; simulation.
International Journal of Sensor Networks, 2014 Vol.15 No.3, pp.149 - 156
Received: 29 Jan 2014
Accepted: 01 Feb 2014
Published online: 24 Jul 2014 *