Research on Information Fusion Frame and Its Military Applications
- 10.2991/asei-15.2015.14How to use a DOI?
- Information fusion, system frame, model construction, military application.
For the sake of implementing effectively detection and rapid exact identification for the chemical agents in sea-battlefield, the automatic detection technique using the neural network(NN) information fusion for the chemical agents, is studied. Firstly, the information fusion treatment model and system frame are analyzed; Secondly, the modeling means and chemical agents feature extraction are studied, connecting the wavelet analysis with the NN organically, and based on the wavelet transfer and NN, the system of the speedy features extraction and identification for chemical agents, the NN distinguishing chemical agent system, is founded; Thirdly, the hardware realization and software component are introduced in brief; Lastly, the method is workable, and of the high identification accuracy, remarkable generalization capability, good stability, fast speed, and high reliability. And the method has the general military application value.
- © 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 - Minghu Zhang AU - Hongyu Yang AU - Xuelian Bai AU - Hongmin Chen PY - 2015/05 DA - 2015/05 TI - Research on Information Fusion Frame and Its Military Applications BT - Proceedings of the 2015 International conference on Applied Science and Engineering Innovation PB - Atlantis Press SP - 62 EP - 65 SN - 2352-5401 UR - https://doi.org/10.2991/asei-15.2015.14 DO - 10.2991/asei-15.2015.14 ID - Zhang2015/05 ER -