Title :
Efficient integer programming formulations for optimum sink location and routing in wireless sensor networks
Author :
Güney, Evren ; Altmel, I.K. ; Aras, Necati ; Ersoy, Cem
Author_Institution :
Ind. Eng. Dept., Bogazici Univ., Istanbul
Abstract :
In this work we consider routing and sink location problems in sensor networks and propose two new mixed integer programming formulations to determine optimal sink locations and data flow routes. The models basically differ in the formulations of their objective functions. We assume that the sensor field consists of a finite set of points, and sensors, which are located on a subset, cover the points of the field completely. Experimental results indicate that these new formulations are very efficient and optimal solutions can be computed easily even for large networks. We also propose Lagrangean relaxation methods to solve the formulations approximately.
Keywords :
integer programming; telecommunication network routing; wireless sensor networks; Lagrangean relaxation methods; mixed integer programming; optimum sink location; optimum sink routing; wireless sensor networks; Computer networks; Enterprise resource planning; Integer linear programming; Lagrangian functions; Linear programming; Power engineering and energy; Relaxation methods; Routing; Surveillance; Wireless sensor networks; Mixed integer linear programming; routing; sink location; wireless sensor networks;
Conference_Titel :
Computer and Information Sciences, 2008. ISCIS '08. 23rd International Symposium on
Conference_Location :
Istanbul
Print_ISBN :
978-1-4244-2880-9
Electronic_ISBN :
978-1-4244-2881-6
DOI :
10.1109/ISCIS.2008.4717889