Computer Networks: The International Journal of Computer and Telecommunications Networking
Finding minimum weight connected dominating set in stochastic graph based on learning automata
Information Sciences: an International Journal
An adaptive backbone formation algorithm for wireless sensor networks
Computer Communications
Energy-efficient backbone formation in wireless sensor networks
Computers and Electrical Engineering
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Since finding the minimum connected dominating set (MCDS) in an arbitrary graph is a NP-hard problem, many algorithms have been proposed to construct an approximation of the MCDS for efficient routing in wireless sensor networks (WSNs). To address the weaknesses of these existing algorithms, we propose a novel distributed MCDS approximation algorithm, CDS-HG, to construct the connected dominating set (CDS) for WSNs. This algorithm models a WSN as a hierarchical graph and uses a competition-based strategy to select nodes at a certain hierarchical level to route messages for nodes in the next level of the hierarchical graph. Formal analysis and simulation studies show that our CDS-HG algorithm generates smaller CDS sizes while requiring less communication overhead compared with the existing distributed MCDS approximation algorithms. Copyright © 2007 John Wiley & Sons, Ltd.