Efficient integer programming formulations for optimum sink location and routing in heterogeneous wireless sensor networks

被引:35
作者
Guney, Evren [2 ]
Aras, Necati [2 ]
Altinel, I. Kuban [2 ]
Ersoy, Cem [1 ]
机构
[1] Bogazici Univ, Dept Comp Eng, TR-34342 Istanbul, Turkey
[2] Bogazici Univ, Dept Ind Eng, TR-34342 Istanbul, Turkey
关键词
Mixed-integer linear programming; Routing; Sink location; Wireless sensor networks; FACILITY LOCATION; DATA AGGREGATION; LIFETIME; ALGORITHM; COVERAGE; RELAXATION; HEURISTICS;
D O I
10.1016/j.comnet.2010.02.009
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Sensors spend most of their limited battery energy on communicating the collected environmental information to sinks. Therefore, the determination of the optimal sink locations and sensor-to-sink information flow routes becomes important for the survivability of sensor networks. In this work, we address these important design issues using an integrated approach and propose new mixed-integer linear programming models to determine the optimal sink locations and information flow paths between sensors and sinks when sensor locations are given. The first group of proposed models is energy-aware and tries to minimize total routing energy, whereas the second group is financially driven with the objective of minimizing total cost. We do not only report computational results providing information on the solution efficiency of the new formulations, and the accuracy of their linear programming relaxations, but also propose and test new heuristics and lower bounding approaches for the most efficient formulation. (C) 2010 Elsevier B.V. All rights reserved.
引用
收藏
页码:1805 / 1822
页数:18
相关论文
共 51 条
[1]  
Akkaya K., 2005, Ad Hoc Networks, V3, P325, DOI 10.1016/j.adhoc.2003.09.010
[2]   A survey on wireless multimedia sensor networks [J].
Akyildiz, Ian F. ;
Melodia, Tommaso ;
Chowdhury, Kaushik R. .
COMPUTER NETWORKS, 2007, 51 (04) :921-960
[3]   A survey on sensor networks [J].
Akyildiz, IF ;
Su, WL ;
Sankarasubramaniam, Y ;
Cayirci, E .
IEEE COMMUNICATIONS MAGAZINE, 2002, 40 (08) :102-114
[4]   Routing techniques in wireless sensor networks: A survey [J].
Al-Karaki, JN ;
Kamal, AE .
IEEE WIRELESS COMMUNICATIONS, 2004, 11 (06) :6-28
[5]   Binary integer programming formulation and heuristics for differentiated coverage in heterogeneous sensor networks [J].
Altinel, I. Kuban ;
Aras, Necati ;
Guney, Evren ;
Ersoy, Cem .
COMPUTER NETWORKS, 2008, 52 (12) :2419-2431
[6]   Moving Multiple Sinks Through Wireless Sensor Networks for Lifetime Maximization [J].
Basagni, S. ;
Carosi, A. ;
Petrioli, C. ;
Phillips, C. A. .
2008 FIFTH IEEE INTERNATIONAL CONFERENCE ON MOBILE AD-HOC AND SENSOR SYSTEMS, VOLS 1 AND 2, 2008, :523-+
[7]   Controlled sink mobility for prolonging wireless sensor networks lifetime [J].
Basagni, Stefano ;
Carosi, Alessio ;
Melachrinoudis, Emanuel ;
Petrioli, Chiara ;
Wang, Z. Maria .
WIRELESS NETWORKS, 2008, 14 (06) :831-858
[8]  
Basagni S, 2006, IEEE ICC, P3517
[9]  
Bazaraa M. S., 1977, LINEAR PROGRAMMING N
[10]   LAGRANGEAN HEURISTICS FOR LOCATION-PROBLEMS [J].
BEASLEY, JE .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1993, 65 (03) :383-399