Sensor deployment in 3-D terrain using artificial bee colony algorithm

dc.contributor.author Mini, S.
dc.contributor.author Udgata, Siba K.
dc.contributor.author Sabat, Samrat L.
dc.date.accessioned 2022-03-27T06:44:04Z
dc.date.available 2022-03-27T06:44:04Z
dc.date.issued 2010-12-01
dc.description.abstract The ability to determine the optimal deployment location of sensor nodes in a region to satisfy coverage requirement is a key component of establishing an efficient network. Random deployment of sensor nodes fails to be optimal when nodes are deployed where no targets need to be covered, resulting in wastage of energy. The objective of this paper is to place the given number of sensor nodes such that all targets are covered and the required sensing range is minimum. We model the sensor deployment problem as a clustering problem and the optimal locations for sensor deployment are obtained using Artificial Bee Colony (ABC) algorithm. We analyze how the sensing range varies with the number of sensor nodes and also carry out sensitivity analysis test to find the variation in sensing range if the sensor nodes are deployed in a near optimal position. © 2010 Springer-Verlag.
dc.identifier.citation Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). v.6466 LNCS
dc.identifier.issn 03029743
dc.identifier.uri 10.1007/978-3-642-17563-3_51
dc.identifier.uri http://link.springer.com/10.1007/978-3-642-17563-3_51
dc.identifier.uri https://dspace.uohyd.ac.in/handle/1/9975
dc.subject ABC Algorithm
dc.subject Sensor Deployment
dc.subject Target Coverage
dc.title Sensor deployment in 3-D terrain using artificial bee colony algorithm
dc.type Book Series. Conference Paper
dspace.entity.type
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