Distributed data fusion based on fuzzy C-means for wireless sensor network
文献类型：期刊论文
| 作者 | Zhang YZ(张云洲); Li, Liqiang; Bi, Yangyang; Chen, Ying |
| 刊名 | Journal of Computational Information Systems
 |
| 出版日期 | 2012 |
| 卷号 | 8期号:22页码:9167-9174 |
| 关键词 | Copying Data communication systems Data fusion Fuzzy clustering Fuzzy systems Time delay |
| ISSN号 | 1553-9105 |
| 产权排序 | 1 |
| 中文摘要 | To attain better time-delay performance, this article, based on clustering method, adapts vertices coverage method to build the tree-based structure for data transmission. It effectively decreases the data transmitting time and balance load. Then, a distributed fuzzy C-means algorithm (DFCMA) for heterogeneous data in WSN clusters is proposed to implement data fusion. According to the simulation result, the proposed data fusion algorithm owns good scalability and accuracy and lower time-delay. Copyright © 2012 Binary Information Press. |
| 收录类别 | EI |
| 语种 | 英语 |
| 公开日期 | 2013-04-21 |
| 源URL | [http://ir.sia.cn/handle/173321/10628]  |
| 专题 | 沈阳自动化研究所_机器人学研究室 |
| 推荐引用方式 GB/T 7714 | Zhang YZ,Li, Liqiang,Bi, Yangyang,et al. Distributed data fusion based on fuzzy C-means for wireless sensor network[J]. Journal of Computational Information Systems,2012,8(22):9167-9174. |
| APA | Zhang YZ,Li, Liqiang,Bi, Yangyang,&Chen, Ying.(2012).Distributed data fusion based on fuzzy C-means for wireless sensor network.Journal of Computational Information Systems,8(22),9167-9174. |
| MLA | Zhang YZ,et al."Distributed data fusion based on fuzzy C-means for wireless sensor network".Journal of Computational Information Systems 8.22(2012):9167-9174. |
入库方式： OAI收割
来源：沈阳自动化研究所
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