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- W2360390923 abstract "The likelihood ratio test based optimal distributed detection in wireless sensor networks requires information about the channel state,noise distribution and sensors' detection performance,which can hardly meet the requirements of the practical applications.Support vector machine(SVM) was adopted to perform distributed detection in wireless sensor networks without knowing the channel state and noise distribution information,therefore the function of the wireless sensor node can be simplified.Each sensor node transmits an amplified version of its measurement to the data fusion center,and the data fusion center makes a final decision by means of a well trained SVM.Simulation results show that the SVM based distributed detection method in wireless sensor network has a very high detection performance." @default.
- W2360390923 created "2016-06-24" @default.
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- W2360390923 date "2009-01-01" @default.
- W2360390923 modified "2023-09-23" @default.
- W2360390923 title "Support vector machine based distributed detection in wireless sensor networks" @default.
- W2360390923 hasPublicationYear "2009" @default.
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