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A method of distributed avionics data processing based on SVM classifier
Author(s): Hangyu Guo; Jinyan Wang; Minyang Kang; Guojing Xu
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Paper Abstract

Under the environment of system combat, in order to solve the problem on management and analysis of the massive heterogeneous data on multi-platform avionics system, this paper proposes a management solution which called avionics “resource cloud” based on big data technology, and designs an aided decision classifier based on SVM algorithm. We design an experiment with STK simulation, the result shows that this method has a high accuracy and a broad application prospect.

Paper Details

Date Published: 8 March 2018
PDF: 8 pages
Proc. SPIE 10611, MIPPR 2017: Remote Sensing Image Processing, Geographic Information Systems, and Other Applications, 106110V (8 March 2018); doi: 10.1117/12.2282818
Show Author Affiliations
Hangyu Guo, China National Aeronautical Radio Electronics Research Institute (China)
Jinyan Wang, China National Aeronautical Radio Electronics Research Institute (China)
Minyang Kang, China National Aeronautical Radio Electronics Research Institute (China)
Guojing Xu, China National Aeronautical Radio Electronics Research Institute (China)


Published in SPIE Proceedings Vol. 10611:
MIPPR 2017: Remote Sensing Image Processing, Geographic Information Systems, and Other Applications
Nong Sang; Jie Ma; Zhong Chen, Editor(s)

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