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Vol. 16, Special Issue, November 2012, pp. 128-136

 

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Wireless Sensor Network Data Fusion Algorithm Based on Neural Network in the Area of Agriculture

 

1 Yi Zhou, 2 Gelian Song, 2 Maohua Wang

1 Zhejiang Gongshang University, Xue Zheng Road18#, 310018, China

Tel.: +86-13735529866

2 Public information industry of Zhejiang province Co., LTD, Hangzhou 310018, China

E-mail: fsj_1987@126.com

 

 

Received: 11 September 2012   /Accepted: 11 October 2012   /Published: 20 November 2012

Digital Sensors and Sensor Sysstems

 

Abstract: The sensor network has been widely used in agriculture, however resource of sensor node battery energy, processing power, storage capacity and communication bandwidth are limited. The data fusion technology is an effective method to solve the limited resources. This paper studies a kind of data fusion algorithm in the wireless sensor network based on the neural network. Through the application of multi-layer perceptron neural network model to make data fusion, it reduces the wireless sensor network and prolongs the lifetime of the network.

 

Keywords: Wireless sensor network, Data fusion, Neural network

 

 

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