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Network Coverage Optimization Strategy in Wireless Sensor Networks Based on Particle Swarm Optimization
Högskolan i Gävle, Akademin för teknik och miljö.
Högskolan i Gävle, Akademin för teknik och miljö.
2011 (engelsk)Independent thesis Basic level (degree of Bachelor), 15 poäng / 22,5 hpOppgave
Abstract [en]

Wireless sensor network is an intelligent network system which has the self-monitoring functionality. It consists of many low-cost, low-power and small-sized sensor nodes that can communicate with each other to perform sensing and data processing. Acting as an important role in the system, network coverage usually has a huge effect on the system’s lifetime.In this thesis, particle swarm algorithm was used as a method to optimize the coverage in the coverage of wireless sensor network. A network coverage optimization strategy based on particle swarm optimization was proposed and MATLAB was used as a tool to apply the algorithm. The model used in this thesis is the probability sensing model and the coverage type is area coverage. Effectiveness of the algorithm is proved by simulation. The simulation of the algorithm suggests the optimal deployment can be determined if a certain parameter which in this thesis is the sensing range is given.

sted, utgiver, år, opplag, sider
2011. , s. 21
Emneord [en]
wireless sensor network, particle swarm algorithm, optimization
HSV kategori
Identifikatorer
URN: urn:nbn:se:hig:diva-9764Arkivnummer: Tex110531OAI: oai:DiVA.org:hig-9764DiVA, id: diva2:429760
Fag / kurs
Electronics
Utdanningsprogram
Electronics – bachelor’s programme (in eng)
Uppsök
Technology
Veileder
Examiner
Tilgjengelig fra: 2011-07-06 Laget: 2011-07-05 Sist oppdatert: 2011-07-06bibliografisk kontrollert

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