DocumentCode
2914134
Title
Artificial Bee Colony Algorithm applied to WiMAX network planning problem
Author
Berrocal-Plaza, Víctor ; Vega-Rodríguez, Miguel A. ; Gómez-Pulido, Juan A. ; Sánchez-Pérez, Juan M.
Author_Institution
Dept. Technol. of Comput. & Commun., Univ. of Extremadura, Caceres, Spain
fYear
2011
fDate
22-24 Nov. 2011
Firstpage
504
Lastpage
509
Abstract
WiMAX (Worldwide Interoperability for Microwave Access) or IEEE 802.16 is a technology developed to provide greater bandwidth and coverage. One of the most important challenges in wireless deploying network is the Base Stations (BS) location to meet traffic and coverage requirements efficiently. In this paper we are using a particularized swarm intelligence algorithm based on collective behavior of honey bees to find good solutions. In order to minimize the interference among cells and reduce energy consumption, we apply a post-processing to obtain power control and sectorization. Simulations results show that our method provides more efficient and better solutions than those are obtained by other evolutionary algorithms in the same instances.
Keywords
WiMax; energy consumption; evolutionary computation; power control; telecommunication network planning; telecommunication traffic; IEEE 802.16; WiMAX network planning problem; artificial bee colony algorithm; base stations location; cell interference; coverage requirements; evolutionary algorithms; microwave access; particularized swarm intelligence; power control; sectorization; traffic requirements; wireless deploying network; worldwide interoperability; Equations; IEEE 802.16 Standards; Layout; Mathematical model; Planning; Power control; WiMAX; Artificial Bee Colony; Artificial Inteligence; WiMAX; Wireless Network Planning Problem;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Systems Design and Applications (ISDA), 2011 11th International Conference on
Conference_Location
Cordoba
ISSN
2164-7143
Print_ISBN
978-1-4577-1676-8
Type
conf
DOI
10.1109/ISDA.2011.6121706
Filename
6121706
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