A method for satellite time series anomaly detection based on fast-DTW and improved-KNN-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

A method for satellite time series anomaly detection based on fast-DTW and improved-KNN

Published:2023-02 Issue:2 Volume:36 Page:149-159
ISSN:1000-9361
Container-title:Chinese Journal of Aeronautics
language:en
Short-container-title:Chinese Journal of Aeronautics

Author:

CUI Langfu,ZHANG Qingzhen,SHI Yan,YANG Liman,WANG Yixuan,WANG Junle,BAI Chenggang

Funder

National Major Science and Technology Projects of China

Shanghai Aerospace Science and Technology Innovation Foundation

Publisher

Elsevier BV

Subject

Mechanical Engineering,Aerospace Engineering

Reference21 articles.

1. Satellite on-orbit anomaly detection method based on a dynamic threshold and causality pruning;Chen;IEEE Access,2021

2. Structural anomaly detection based on probabilistic distance measures of transmissibility function and statistical threshold selection scheme;Yan;Mech Syst Signal Process,2022

3. A threshold-based, real-time analysis in early detection of endpoint anomalies using SIEM expertise;Eswaran;Netw Secur,2021

4. LSTM for model-based anomaly detection in cyber-physical systems;Eiteneuer,2018

5. Clustering-based anomaly detection in multivariate time series data;Li;Appl Soft Comput,2021

Cited by 30 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Multivariate time series classification with crucial timestamps guidance;Expert Systems with Applications;2024-12

2. Time Series Anomaly Detection via Rectangular Information Granulation for Sintering Process;IEEE Transactions on Fuzzy Systems;2024-08

3. Automated Design of Fault Diagnosis CNN Network for Satellite Attitude Control Systems;IEEE Transactions on Cybernetics;2024-07

4. Telemetry Monitoring System with Features Explaining Anomalies Based on Mahalanobis Distance;International Journal of Prognostics and Health Management;2024-06-26

5. An anomaly detection methodology of load-carrying structure of satellite based on high-precision predictive model;Acta Astronautica;2024-05

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号京ICP备18003416号-3