Anomaly Detection for Telemetry Time Series Using a Denoising Diffusion Probabilistic Model-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

Anomaly Detection for Telemetry Time Series Using a Denoising Diffusion Probabilistic Model

Published:2024-05-15 Issue:10 Volume:24 Page:16429-16439
ISSN:1530-437X
Container-title:IEEE Sensors Journal
language:
Short-container-title:IEEE Sensors J.

Author:

Sui Jialin¹^ORCID,Yu Jinsong²^ORCID,Song Yue²^ORCID,Zhang Jian³

Affiliation:

1. School of Sino-French Engineer, Beihang University, Beijing, China

2. School of Automation Science and Electrical Engineering, Beihang University, Beijing, China

3. Laboratory of Big Data Decision Making for Green Development, Beijing Information Science and Technology University, Beijing, China

Funder

National Key Research and Development Program of China

National Natural Science Foundation of China

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Link

http://xplorestaging.ieee.org/ielx7/7361/10530892/10494221.pdf?arnumber=10494221

Reference63 articles.

1. Satellite Telemetry Data Anomaly Detection Using Causal Network and Feature-Attention-Based LSTM

2. Challenges and Solutions for the Satellite Tracking, Telemetry, and Command System

3. Machine learning in telemetry data mining of space mission: basics, challenging and future directions

4. Classifying and detecting anomalies in hybrid knowledge-based systems

5. Machine Learning Detects Anomalies in OPS-SAT Telemetry

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