Title :
Clustering and communications scheduling in WSNs using mixed integer linear programming
Author :
Avril, Francois ; Bernard, Thibault ; Bui, Alain ; Sohier, D.
Author_Institution :
CaRO Team, Univ. de Versailles St.-Quentin-en-Yvelines, Versailles, France
Abstract :
We consider the problem of scheduling communications in wireless sensor networks (WSNs) to ensure battery preservation through the use of the sleeping mode of sensors. We propose a communication protocol for 1-hop WSNs and extend it to multi-hop WSNs through the use of a 1-hop clustering algorithm. We propose to schedule communications in each cluster in a virtual communication ring so as to avoid collisions. Since clusters are cliques, only one sensor can speak or listen in a cluster at a time, and all sensors need to speak in each of their clusters at least once to realize the communication protocol. We model this situation as a mathematical program.
Keywords :
integer programming; linear programming; mathematical programming; pattern clustering; protocols; telecommunication congestion control; telecommunication power management; wireless sensor networks; 1-hop clustering algorithm; battery preservation; collision avoidance; communication protocol; communication scheduling; mathematical program; mixed integer linear programming; multihop WSN; sleeping mode; wireless sensor networks; Batteries; Clustering algorithms; Processor scheduling; Protocols; Schedules; Sensors; Wireless sensor networks; 1-hop clustering; collision avoidance in WSNs; communication scheduling;
Journal_Title :
Communications and Networks, Journal of
DOI :
10.1109/JCN.2014.000072