计算机技术与发展2018，Vol.28Issue(2)：5-8,4.DOI:10.3969/j.issn.1673-629X.2018.02.002
基于非关系型数据库的卫星参数存储与处理
Storage and Processing of Satellite Engineer Data Based on NoSQL Database
摘要
Abstract
With development of space science exploration and advance leading projects,more and more space science satellites are designed and launched,including dark matter particle explorer(DAMPE),SJ-10,and quantum experiments at space scale(QUESS).The traditional relational database is not suitable for the data comparison and processing,besides the assessing and prediction on working states of payload. For this,we present a method for the storage and processing of satellite engineering parameters dominated by non-relational database and use four common non-relational database out of three different types for storage of satellite engineering data and four data processing forecasting methods including polynomial fitting,ARMA,non-parametric regression and back propagation network to analyze the engineering data. There we give a better scheme to adapt to the development plan of more vigorous space science satellites,which provides a way for the con-struction of the ground support system of space science satellites.关键词
卫星工程数据/非关系型数据库/数据挖掘/有效载荷工况分析/有效载荷故障预测Key words
satellite engineering data/NoSQL database/data mining/payload working state analysis/payload working state forecast分类
信息技术与安全科学引用本文复制引用
杨扬笛,吴海燕,李虎..基于非关系型数据库的卫星参数存储与处理[J].计算机技术与发展,2018,28(2):5-8,4.基金项目
(中科院A类先导专项)空间科学先导专项(XDA04080201) （中科院A类先导专项）
