A Method of Distributed Avionics Data Processing Based on SVM Classifier

被引：0

作者：

Guo Hangyu ^{[1
]}

Wang Jinyan ^{[1
]}

Kang Minyang ^{[1
]}

Xu Guojing ^{[1
]}

机构：

[1] Sci & Technol Avion Integrat Lab, Shanghai 200233, Peoples R China

来源：

MIPPR 2017: REMOTE SENSING IMAGE PROCESSING, GEOGRAPHIC INFORMATION SYSTEMS, AND OTHER APPLICATIONS | 2018年 / 10611卷

关键词：

distributed avionics; big data; data processing; assistant decision-making;

D O I：

10.1117/12.2282818

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

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.

引用

页数：8