Clustering in mobile ad hoc network based on neural network

被引：2

作者：

Chen Ai-bin ^{[1
]}

Cai Zi-xing

Hu De-wen

机构：

[1] Cent S Univ, Sch Informat Sci & Engn, Changsha 410083, Peoples R China

[2] Cent S Univ Forestry & Technol, Sch Comp Sci, Changsha 410004, Peoples R China

[3] Natl Univ Def Technol, Coll Mechatron & Automat, Changsha 410073, Peoples R China

来源：

JOURNAL OF CENTRAL SOUTH UNIVERSITY OF TECHNOLOGY | 2006年 / 13卷 / 06期

基金：

中国国家自然科学基金;

关键词：

ad hoc network; clustering; neural network;

D O I：

10.1007/s11771-006-0016-6

中图分类号：

TF [冶金工业];

学科分类号：

0806 ;

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

页码：699 / 702

页数：4

共 50 条

[1] Clustering in mobile ad hoc network based on neural network
Ai-bin Chen
Zi-xing Cai
De-wen Hu
[J]. Journal of Central South University of Technology, 2006, 13 : 699 - 702
[2] Clustering in mobile ad hoc network based on neural network
陈爱斌
蔡自兴
胡德文
[J]. Journal of Central South University, 2006, (06) : 699 - 702
[3] Clustering algorithm based on wavelet neural network mobility prediction in mobile ad hoc network
Shang, YL
Guo, W
Cheng, SD
[J]. ADVANCES IN NEURAL NETWORKS - ISNN 2005, PT 3, PROCEEDINGS, 2005, 3498 : 391 - 396
[4] A Novel Clustering Algorithm based on GPS of the Mobile Ad Hoc Network
Liu Jiancai
Hai Xiao
[J]. 2009 5TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-8, 2009, : 2973 - 2976
[5] A clustering algorithm based on LBG and VQ in mobile Ad Hoc network
Wang, Xiaolei
Guo, Yunfei
Ji, Jiang
[J]. MOBILE AD-HOC AND SENSOR NETWORKS, PROCEEDINGS, 2007, 4864 : 492 - +
[6] Clustering algorithm based on Genetic Algorithm in mobile ad hoc network
Shang, YL
Cheng, SD
[J]. ADVANCES IN INTELLIGENT COMPUTING, PT 2, PROCEEDINGS, 2005, 3645 : 968 - 977
[7] A stable clustering formation in mobile ad hoc network
Shang, YL
Cheng, SD
[J]. 2005 INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING PROCEEDINGS, VOLS 1 AND 2, 2005, : 714 - 718
[8] Temporal Characteristics of Clustering in Mobile Ad hoc Network
Singh, Jyoti Prakash
Dutta, Paramartha
Chakrabarti, Amlan
[J]. PROCEEDINGS OF THE 2012 INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING, COMMUNICATIONS AND INFORMATICS (ICACCI'12), 2012, : 255 - 261
[9] Optimizing communication in mobile ad hoc network clustering
Zhao, Xibin
Hung, William N. N.
Yang, Yafei
Song, Xiaoyu
[J]. COMPUTERS IN INDUSTRY, 2013, 64 (07) : 849 - 853
[10] A NOVEL WEIGHT-BASED CLUSTERING ALGORITHM FOR MOBILE AD HOC NETWORK
Sabouhi, Hamidreza
Shayesteh, Mohammad
Karimi, Nima
[J]. 4TH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTER THEORY AND ENGINEERING ( ICACTE 2011), 2011, : 239 - 242

← 1 2 3 4 5 →