Abstract
We develop a new sensor selection scheme in wireless sensor networks for structure health monitoring (SHM). The sensor selection method is based on cross entropy method. It can help maximize the wireless sensor network lifetime while gurantee the quality of SHM. We model the structure as Gaussian Process distributed and nodes transmit to gateway (GW). Through extensive simulations, we show that our method outperforms the benchmark method which make it suitable for real experiment setting.
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