DocumentCode
2945751
Title
Genetic algorithm as energy optimization method in WSN
Author
Bojan, Smidling ; Nikola, Zogovic
Author_Institution
Inst. Mihajlo Pupin, Univ. of Belgrade, Belgrade, Serbia
fYear
2013
fDate
26-28 Nov. 2013
Firstpage
97
Lastpage
100
Abstract
In this paper we present a method for minimization of energy consumption during packet sending procedure in wireless sensor networks utilizing genetic algorithm. The proposed solution depends on careful observation of the optimization space and complete customization of genetic algorithm to suit the specific type of energy function. This way, energy minimum can be found with over 99.9% precision with additional minimization of error or memory space or CPU consumption, at the same time, as shown in this paper.
Keywords
energy consumption; genetic algorithms; minimisation; wireless sensor networks; WSN; energy consumption; energy function; energy optimization method; genetic algorithm; minimization; packet sending procedure; wireless sensor networks; Biological cells; Energy efficiency; Genetic algorithms; Memory management; Optimization; Wireless communication; Wireless sensor networks; embeded systems; energy efficiency; genetic algorithm; optimization; run-time implementation; wireless sensor networks;
fLanguage
English
Publisher
ieee
Conference_Titel
Telecommunications Forum (TELFOR), 2013 21st
Conference_Location
Belgrade
Print_ISBN
978-1-4799-1419-7
Type
conf
DOI
10.1109/TELFOR.2013.6716181
Filename
6716181
Link To Document