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Vol. 158, Issue 11, November 2013, pp. 159-164

 

Bullet

 

Propagation Analysis of 2.4 GHz Wireless Sensor Network Signal in a Plantation
 
1 Xin LUO, 1 Junguo ZHANG, 2 Feng ZHOU, 1 Hua LIU, 3 Fantao LIN

1 School of Technology, Beijing Forestry University, Beijing, 100083, China

2 Institute of Electrical Engineering, Chinese Academy of Sciences, Beijing, 100190, China

3 China Electric Power Research Institute, Beijing, 100192, China
Tel.: 18810381696, fax: 010-62338139
E-mail: zhangjunguo@bjfu.edu.cn

 

Received: 19 August 2013   /Accepted: 25 October 2013   /Published: 30 November 2013

Digital Sensors and Sensor Sysstems

 

Abstract: Wireless sensor network is a popular technology on information acquisition and processing, which has been widely used in plantation ecological monitoring domain. The plantation environments, including antenna height-gain, depolarization, terrain, humidity and many factors have great influences on the propagation of 2.4GHz wireless sensor network radio frequency signal. In this paper, a complete research for propagation law of 2.4GHz wireless sensor network signal in plantation environment is presented, with using regression of support vector machines based on experimental data. A single variable prediction model is established on field strength of wireless sensor network signal in plantation environment, thus compares it with the original experience prediction model and measured data. The establishment of aforesaid model provides an important theoretical support for determining the max effective communication range of wireless sensor node and the nodes' rational distribution. It will certainly promote the application of wireless sensor network in plantation ecological monitoring field.

 

Keywords: Signal of wireless sensor network, Plantation, SVM, Field strength, Prediction model.

 

 

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