The Transmission of the Combination of Rough sets and Fuzzy Kohonen Clustering Network Technology Based on GPS Data under Large Data Environment
- DOI
- 10.2991/meici-15.2015.200How to use a DOI?
- Keywords
- Rough set; Neural network; Data fusion; Data fusion transmission
- Abstract
The difficulties of wireless sensor data fusion is to switch the sensor cluster state, namely the problem at some point the direction to which the sensor data fusion. First of all, by the acquisition of knowledge in rough set theory, the typical clustering distribution of multiple sensors can be fused as sample space form "decision table data fusion distribution”, then according to the method of knowledge reduction in rough sets, attributes and sample data redundancy to delete. And then the clustering analysis and fuzzy Kohonen clustering network, and finally the formation of distribution rules of sensor data fusion. The experimental results show that the model has good classification efficiency, can realizes the clustering distribution of judgment.
- Copyright
- © 2015, the Authors. Published by Atlantis Press.
- Open Access
- This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).
Cite this article
TY - CONF AU - Kun Yang AU - Ruifen Yu PY - 2015/06 DA - 2015/06 TI - The Transmission of the Combination of Rough sets and Fuzzy Kohonen Clustering Network Technology Based on GPS Data under Large Data Environment BT - Proceedings of the 2015 International Conference on Management, Education, Information and Control PB - Atlantis Press SP - 1147 EP - 1150 SN - 1951-6851 UR - https://doi.org/10.2991/meici-15.2015.200 DO - 10.2991/meici-15.2015.200 ID - Yang2015/06 ER -