基于移动代理和小波的网内数据加权融合方法

杨晓飞, 吴晓蓓, 黄锦安

杨晓飞, 吴晓蓓, 黄锦安. 基于移动代理和小波的网内数据加权融合方法[J]. 信息与控制, 2010, 39(2): 170-174.
引用本文: 杨晓飞, 吴晓蓓, 黄锦安. 基于移动代理和小波的网内数据加权融合方法[J]. 信息与控制, 2010, 39(2): 170-174.
YANG Xiaofei, WU Xiaobei, HUANG Jin'an. Intra-network Weighted Data Fusion Using Mobile Agent and Wavelet[J]. INFORMATION AND CONTROL, 2010, 39(2): 170-174.
Citation: YANG Xiaofei, WU Xiaobei, HUANG Jin'an. Intra-network Weighted Data Fusion Using Mobile Agent and Wavelet[J]. INFORMATION AND CONTROL, 2010, 39(2): 170-174.

基于移动代理和小波的网内数据加权融合方法

详细信息
    作者简介:

    杨晓飞(1983-),男,博士生.研究领域为无线传感器网络,数据融合,电路设计.
    吴晓蓓(1958– ),女,硕士,教授,博士生导师.研究领域为无线传感器网络,智能算法,网络控制.
    黄锦安(1951– ),男,硕士,教授.研究领域为计算机辅助电路设计,混沌理论,数据融合.

    通讯作者:

    杨晓飞, yxfei0809@163.com

  • 中图分类号: TP393

Intra-network Weighted Data Fusion Using Mobile Agent and Wavelet

  • 摘要: 提出了一种基于移动代理和小波的网内加权融合方法.该方法基于网内数据存在时空相关性和较大冗余的特点,引入移动代理并进行小波网内加权融合处理来减少网内数据传输量,克服分布式处理需要节点间额外信息交互的不足.仿真结果表明:其能进一步降低通信量和总能耗.
    Abstract: An intra-network weighted data fusion method is proposed,using mobile agent and wavelet technique.Based on temporal-spatial correlation and redundancy characters of intra-network data,the method introduce mobile agent and use wavelet technique to integrate data by weighted fusion algorithm to reduce data transmission quantity,tackling the shortage that more extra information is needed to exploit spatial correlation in distributed signal processing.Simulation results show that it can effectively decrease data transmission and total energy consumption.
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出版历程
  • 收稿日期:  2009-06-02
  • 发布日期:  2010-04-19

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