Sensors & Transducers Journal (ISSN 1726- 5479) |
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Vol. 16, Special Issue, November 2012, pp. 128-136
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 |
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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