Clustering in mobile ad hoc network based on neural network

被引：0
|
作者：
Ai-bin Chen
Zi-xing Cai
De-wen Hu
机构：
[1] Central South University,School of Information Science and Engineering
[2] Central South University of Forestry & Technology,School of Computer Science
[3] National University of Defense Technology,College of Mechatronics and Automation
来源：
Journal of Central South University of Technology | 2006年 / 13卷
关键词：
ad hoc network; clustering; neural network; TP393;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
An on-demand distributed clustering algorithm based on neural network was proposed. The system parameters and the combined weight for each node were computed, and cluster-heads were chosen using the weighted clustering algorithm, then a training set was created and a neural network was trained. In this algorithm, several system parameters were taken into account, such as the ideal node-degree, the transmission power, the mobility and the battery power of the nodes. The algorithm can be used directly to test whether a node is a cluster-head or not. Moreover, the clusters recreation can be speeded up.
引用
收藏
页码：699 / 702
页数：3
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