Hierarchical Routing Protocol based on Evolutionary Algorithms for Wireless Sensor Networks

被引：0

作者：

Huruiala, Petre-Cosmin ^{[1
]}

Urzica, Andreea ^{[1
]}

Gheorghe, Laura ^{[1
]}

机构：

[1] Univ Politehn Bucuresti, Fac Automat Control & Comp, Bucharest, Romania

来源：

9TH ROEDUNET IEEE INTERNATIONAL CONFERENCE | 2010年

关键词：

wireless sensor networks; genetic algorithm; Leach; hierarchical routing protocol; MOGA;

D O I：

暂无

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

Wireless Sensor Networks comprise of very small sensors that are characterized by limited processing power and energy resources. WSNs are used in various domains such as military applications, medical engineering, and industrial task automation. It is very important to have an optimal network in order to use its processing power at maximum. This paper proposes and analyzes the efficiency of a hierarchical routing protocol designed to extend the life of the network by minimizing energy consumption and latency by choosing the best nodes to become cluster-heads. Minimization is realized with a multi-objective genetic algorithm executed on a central BS and the results send to the network nodes. Simulation is done in NS-2 where there is already an implementation of Leach protocol with whose results we compare.

引用

页码：387 / 392

页数：6

共 11 条

[1]

[Anonymous], 2003, 7 WORLD MULTICONFERE

[2]

BULUSU N, 2000, 00729 U SO CAL COMP

[3]

FERENTINOS KP, 2005, P INT C COMP INT MEA

[4]

FONSECA CM, 1993, GEN ALG P 5 INT C SA

[5]

Goldberg DE., 1989, GENETIC ALGORITHMS S, V13

[6]

Heinzelman W.R., 2000, 33 HAWAII INT C SYST

[7]

HUSSAIN S, 2006, P INT C WIR MOB COMM

[8]

Hussain S, 2007, INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY, PROCEEDINGS, P147

[9] PEGASIS: Power-efficient GAthering in sensor information systems [J].

Lindsey, S ;

Raghavendra, CS .

2002 IEEE AEROSPACE CONFERENCE PROCEEDINGS, VOLS 1-7, 2002, :1125-1130

[10]

Matin A., 2006, P INT WORKSHOP MOBIL, P165

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