A Neural Data Fusion Algorithm in Wireless Sensor Network

被引：6
|
作者：
Feng, Xiufang [1 ]
Xu, Zhanwei [1 ]
机构：
[1] Taiyuan Univ Technol, Coll Comp & Sci, Taiyuan, Peoples R China
来源：
PROCEEDINGS OF THE 2009 PACIFIC-ASIA CONFERENCE ON CIRCUITS, COMMUNICATIONS AND SYSTEM | 2009年
关键词：
wireless sensor network (WSN); PCA neural network; data fusion;
D O I：
10.1109/PACCS.2009.115
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
Data fusion technology is widely utilized in energy constraint wireless sensor network(WSN) to reduce the amount of messages exchanged between sensor nodes. However, there are many similarities between wireless sensor network and artificial neural network. In this paper we present a neural data fusion algorithm based on PCA to classify the states of environment. The results attained by experiments show that the algorithm proposed in this paper can reduce the data transmission in WSN effectively and implement classification of different types of parameters simply and practicably.
引用
收藏
页码：54 / 57
页数：4
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