航天器测试实验大数据处理系统设计

Bo Sun, Lei Zhang, Y. Chen
{"title":"航天器测试实验大数据处理系统设计","authors":"Bo Sun, Lei Zhang, Y. Chen","doi":"10.1109/MAPE.2017.8250823","DOIUrl":null,"url":null,"abstract":"The ground and in-orbit testing experiment of spacecraft are of great significance to the development of China's space industry, and processing the data of testing experiment is an indispensable part in it. In order to solve the problem of large data volume, complex data structure and long time needed for analysis in the testing experiment of spacecraft, a big data processing system of testing experiment is designed based on the mainstream big data processing technology. It stores the test data in the distributed file system of the computer cluster, and uses the memory computing technology to realize parallel processing of the experimental data. This system can greatly reduce the time needed to process experimental data, improve the efficiency of the spacecraft testing experiment, and has a good application prospect in the field of spacecraft test.","PeriodicalId":320947,"journal":{"name":"2017 7th IEEE International Symposium on Microwave, Antenna, Propagation, and EMC Technologies (MAPE)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Design of big data processing system for spacecraft testing experiment\",\"authors\":\"Bo Sun, Lei Zhang, Y. Chen\",\"doi\":\"10.1109/MAPE.2017.8250823\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The ground and in-orbit testing experiment of spacecraft are of great significance to the development of China's space industry, and processing the data of testing experiment is an indispensable part in it. In order to solve the problem of large data volume, complex data structure and long time needed for analysis in the testing experiment of spacecraft, a big data processing system of testing experiment is designed based on the mainstream big data processing technology. It stores the test data in the distributed file system of the computer cluster, and uses the memory computing technology to realize parallel processing of the experimental data. This system can greatly reduce the time needed to process experimental data, improve the efficiency of the spacecraft testing experiment, and has a good application prospect in the field of spacecraft test.\",\"PeriodicalId\":320947,\"journal\":{\"name\":\"2017 7th IEEE International Symposium on Microwave, Antenna, Propagation, and EMC Technologies (MAPE)\",\"volume\":\"19 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2017-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2017 7th IEEE International Symposium on Microwave, Antenna, Propagation, and EMC Technologies (MAPE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/MAPE.2017.8250823\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 7th IEEE International Symposium on Microwave, Antenna, Propagation, and EMC Technologies (MAPE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/MAPE.2017.8250823","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

摘要

航天器的地面和在轨测试实验对中国航天事业的发展具有重要意义,而测试实验数据的处理是其中不可缺少的一部分。为解决航天器测试实验中数据量大、数据结构复杂、分析时间长等问题,基于主流大数据处理技术,设计了测试实验大数据处理系统。它将实验数据存储在计算机集群的分布式文件系统中,并利用内存计算技术实现实验数据的并行处理。该系统可大大缩短实验数据处理时间,提高航天器测试实验效率,在航天器测试领域具有良好的应用前景。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Design of big data processing system for spacecraft testing experiment
The ground and in-orbit testing experiment of spacecraft are of great significance to the development of China's space industry, and processing the data of testing experiment is an indispensable part in it. In order to solve the problem of large data volume, complex data structure and long time needed for analysis in the testing experiment of spacecraft, a big data processing system of testing experiment is designed based on the mainstream big data processing technology. It stores the test data in the distributed file system of the computer cluster, and uses the memory computing technology to realize parallel processing of the experimental data. This system can greatly reduce the time needed to process experimental data, improve the efficiency of the spacecraft testing experiment, and has a good application prospect in the field of spacecraft test.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Clutter suppression for rough surface wall based on blind signal processing Design of compact dual-mode bandpass filter based on a new fractal resonator The research on shielding effectiveness measurement for electromagnetic shielding garments High-order method of moments for solving bodies of revolution using asymmetric wavelet transform Investigation of wireless power transfer with 3D metamaterial for efficiency enhancement
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1