Title :
Constructing a load-balanced virtual backbone in wireless sensor networks
Author :
Jing He ; Shouling Ji ; Pingzhi Fan ; Yi Pan ; Yingshu Li
Author_Institution :
Dept. of Comput. Sci., Georgia State Univ., Atlanta, GA, USA
fDate :
Jan. 30 2012-Feb. 2 2012
Abstract :
A Connected Dominating Set (CDS) is used as a virtual backbone for efficient routing and broadcasting in Wireless Sensor Networks (WSNs). Most existing works focus on constructing a Minimum CDS (MCDS), a k-connect m-dominating CDS, a minimum routing cost CDS or a bounded-diameter CDS. However, no work considers the load-balance factor of CDSs in WSNs. In this paper, we propose a new concept - the Load-Balanced CDS (LBCDS), and a new problem - the Load-Balanced Allocate Dominatee (LBAD) problem. Consequently, a greedy-based approximation algorithm is proposed to construct an LBCDS in a WSN in this paper. Moreover, we propose an optimal centralized algorithm and an efficient probability-based distributed algorithm to solve the LBAD problem. Through extensive simulations, we demonstrate that our proposed methods extend network lifetime by 80% compared with the latest CDS construction algorithm.
Keywords :
approximation theory; distributed algorithms; greedy algorithms; resource allocation; statistical distributions; telecommunication network routing; wireless sensor networks; LBAD problem; LBCDS; MCDS; WSN; bounded-diameter CDS; connected dominating set; greedy-based approximation algorithm; k-connect m-dominating CDS; load-balanced allocate dominatee problem; load-balanced virtual backbone; minimum CDS; minimum routing cost CDS; optimal centralized algorithm; probability-based distributed algorithm; wireless sensor networks; Algorithm design and analysis; Distributed algorithms; Equations; Mathematical model; Resource management; Vectors; Wireless sensor networks;
Conference_Titel :
Computing, Networking and Communications (ICNC), 2012 International Conference on
Conference_Location :
Maui, HI
Print_ISBN :
978-1-4673-0008-7
Electronic_ISBN :
978-1-4673-0723-9
DOI :
10.1109/ICCNC.2012.6167568