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Data driven performance evaluation of Wireless Sensor Networks

Frery, Alejandro C ; Ramos, Heitor S ; Alencar-Neto, José ; Nakamura, Eduardo ; Loureiro, Antonio A F

Sensors (Basel, Switzerland), 2010-03, Vol.10 (3), p.2150-2168 [Periódico revisado por pares]

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Título:
Data driven performance evaluation of Wireless Sensor Networks
Autor: Frery, Alejandro C ; Ramos, Heitor S ; Alencar-Neto, José ; Nakamura, Eduardo ; Loureiro, Antonio A F
Assuntos: Computer Communication Networks ; Computer Simulation ; Equipment Design ; Models, Statistical ; Monte Carlo Method ; reconstruction ; Remote Sensing Technology ; sampling ; simulation ; statistical modeling ; wireless sensor networks
É parte de: Sensors (Basel, Switzerland), 2010-03, Vol.10 (3), p.2150-2168
Notas: ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 23
Descrição: Wireless Sensor Networks are presented as devices for signal sampling and reconstruction. Within this framework, the qualitative and quantitative influence of (i) signal granularity, (ii) spatial distribution of sensors, (iii) sensors clustering, and (iv) signal reconstruction procedure are assessed. This is done by defining an error metric and performing a Monte Carlo experiment. It is shown that all these factors have significant impact on the quality of the reconstructed signal. The extent of such impact is quantitatively assessed.
Editor: Switzerland: MDPI AG
Idioma: Inglês

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