Research on the ARMA-Based Traffic Prediction Algorithm for Wireless Sensor Network

Li Jie; Liu Xian-xing; Han Zhi-Jie

doi:10.3724/SP.J.1146.2005.01387

Volume 29 Issue 5

Jan. 2011

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Article Navigation > Journal of Electronics & Information Technology > 2007 > 29(5): 1224-1227

Li Jie, Liu Xian-xing, Han Zhi-Jie. Research on the ARMA-Based Traffic Prediction Algorithm for Wireless Sensor Network[J]. Journal of Electronics & Information Technology, 2007, 29(5): 1224-1227. doi: 10.3724/SP.J.1146.2005.01387

Citation:

Li Jie, Liu Xian-xing, Han Zhi-Jie. Research on the ARMA-Based Traffic Prediction Algorithm for Wireless Sensor Network[J]. Journal of Electronics & Information Technology, 2007, 29(5): 1224-1227. doi: 10.3724/SP.J.1146.2005.01387

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Research on the ARMA-Based Traffic Prediction Algorithm for Wireless Sensor Network

doi: 10.3724/SP.J.1146.2005.01387

Received Date: 2005-10-31
Rev Recd Date: 2006-10-10
Publish Date: 2007-05-19

Abstract

Abstract

The importance of traffic prediction in Wireless Sensor Network (WSN) should not be disregarded. Concerning the ARMA model，a traffic prediction algorithm is proposed based on its own traffic characters. Simulation results show that the presented algorithm can provide high accuracy. Furthermore, using the proposed algorithm to improve the multi-paths route scheme can extend the lifetime of the whole WSN by remaining load evenly distributed among several paths.

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References(1)

References

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