Detecting Anomalies of Satellite Power Subsystem via Stage-Training Denoising Autoencoders

Satellite telemetry data contains satellite status information, and ground-monitoring personnel need to promptly detect satellite anomalies from these data. This paper takes the satellite power subsystem as an example and presents a reliable anomaly detection method. Due to the lack of abnormal data...

書誌詳細
出版年:	Sensors
主要な著者:	Weihua Jin, Bo Sun, Zhidong Li, Shijie Zhang, Zhonggui Chen
フォーマット:	論文
言語:	英語
出版事項:	MDPI AG 2019-07-01
主題:	satellite power subsystem anomaly detection stage-training denoising autoencoder
オンライン･アクセス:	https://www.mdpi.com/1424-8220/19/14/3216

類似資料

An Analytical Investigation of Anomaly Detection Methods Based on Sequence to Sequence Model in Satellite Power Subsystem
著者:: Weihua Jin, 等
出版事項: (2022-02-01)

An Anomaly Detection Method for UAV Based on Wavelet Decomposition and Stacked Denoising Autoencoder
著者:: Shenghan Zhou, 等
出版事項: (2024-05-01)

Comparison of Training Strategies for Autoencoder-Based Monochromatic Image Denoising
著者:: Piotr Jóźwik-Wabik, 等
出版事項: (2023-06-01)

Denoising Vanilla Autoencoder for RGB and GS Images with Gaussian Noise
著者:: Armando Adrián Miranda-González, 等
出版事項: (2023-10-01)

UNSUPERVISED PROBABILISTIC ANOMALY DETECTION OVER NOMINAL SUBSYSTEM EVENTS THROUGH A HIERARCHICAL VARIATIONAL AUTOENCODER
著者:: Alexandre Trilla, 等
出版事項: (2023-01-01)

Fine-Tuned Visual Transformer Masked Autoencoder Applied for Anomaly Detection in Satellite Images
著者:: Jakub Gajda, 等
出版事項: (2025-06-01)

Pembersihan Artefak EOG dari Sinyal EEG menggunakan Denoising Autoencoder
著者:: HASBIAN FAUZY PERDHANA, 等
出版事項: (2022-07-01)

Layout and Configuration Design of a Remote Sensing Satellite Subsystems
著者:: Zahra Daneshjoo, 等
出版事項: (2024-08-01)

AE-DD: Autoencoder-Driven Dictionary with Matching Pursuit for Joint ECG Denoising, Compression, and Morphology Decomposition
著者:: Fars Samann, 等
出版事項: (2025-09-01)

Noise Reduction in ECG Signals Using Fully Convolutional Denoising Autoencoders
著者:: Hsin-Tien Chiang, 等
出版事項: (2019-01-01)

The Carboniferous System. Use of the new official names for the subsystems, series, and stages
著者:: P.H. HECKEL, 等
出版事項: (2006-01-01)

Denoising Masked Autoencoder-Based Missing Imputation within Constrained Environments for Electric Load Data
著者:: Jaeik Jeong, 等
出版事項: (2023-12-01)

Channel-Wise Average Pooling and 1D Pixel-Shuffle Denoising Autoencoder for Electrode Motion Artifact Removal in ECG
著者:: Yu-Syuan Jhang, 等
出版事項: (2022-07-01)

Dual Autoencoder Network with Separable Convolutional Layers for Denoising and Deblurring Images
著者:: Elena Solovyeva, 等
出版事項: (2022-09-01)

Fast Detection of Current Transformer Saturation Using Stacked Denoising Autoencoders
著者:: Sopheap Key, 等
出版事項: (2023-02-01)

Radar Target Recognition Based on Stacked Denoising Sparse Autoencoder
著者:: Zhao Feixiang, 等
出版事項: (2017-04-01)

Gradient Boosted Trees and Denoising Autoencoder to Correct Numerical Wave Forecasts
著者:: Ivan Yanchin, 等
出版事項: (2024-09-01)

DDANF: Deep denoising autoencoder normalizing flow for unsupervised multivariate time series anomaly detection
著者:: Xigang Zhao, 等
出版事項: (2024-12-01)

Siamese Denoising Autoencoders for Enhancing Adversarial Robustness in Medical Image Analysis
著者:: Jaesung Shim, 等
出版事項: (2025-01-01)

Adaptive Scheme of Denoising Autoencoder for Estimating Indoor Localization Based on RSSI Analytics in BLE Environment
著者:: Kyuri Kim, 等
出版事項: (2023-06-01)

Robust multi-stage progressive autoencoder for hyperspectral anomaly detection
著者:: Qing Guo, 等
出版事項: (2024-11-01)

3U CubeSat mechanical design and subsystems
著者:: Mohammad Suhel Karkun
出版事項: (2025-03-01)

Dual Residual Denoising Autoencoder with Channel Attention Mechanism for Modulation of Signals
著者:: Ruifeng Duan, 等
出版事項: (2023-01-01)

Traffic Image Analysis Based on Stacked Denoising Autoencoder Neural Network
著者:: Daehyon Kim
出版事項: (2023-12-01)

HIL Experimental Analyses of Satellite Electrical Power Subsystem (EPS) in De-tumbling Mode
著者:: Hadi Hosseini Onari, 等
出版事項: (2018-02-01)

A Novel Lidar Signal Denoising Method Based on Convolutional Autoencoding Deep Learning Neural Network
著者:: Minghuan Hu, 等
出版事項: (2021-10-01)

CDAE: A Cascade of Denoising Autoencoders for Noise Reduction in the Clustering of Single-Particle Cryo-EM Images
著者:: Houchao Lei, 等
出版事項: (2021-01-01)

Multiple parallel hidden layers autoencoder for denoising ECG signal
著者:: Samann Fars, 等
出版事項: (2022-09-01)

Intrusion Detection in IoT Systems Using Denoising Autoencoder
著者:: Fatma S. Alrayes, 等
出版事項: (2024-01-01)

Self-Supervised Autoencoders for Visual Anomaly Detection
著者:: Alexander Bauer, 等
出版事項: (2024-12-01)

Anomaly Detection using LSTM AutoEncoder
著者:: Mahmoud Moallem, 等
出版事項: (2019-04-01)

Electromagnetic signal denoising method based on inverse autoencoder and channel attention mechanism
著者:: Nian Yu, 等
出版事項: (2025-11-01)

Robust DoA Estimation Using Denoising Autoencoder and Deep Neural Networks
著者:: Dawei Chen, 等
出版事項: (2022-01-01)

Network Anomaly Detection Using Memory-Augmented Deep Autoencoder
著者:: Byeongjun Min, 等
出版事項: (2021-01-01)

JointNet: Multitask Learning Framework for Denoising and Detecting Anomalies in Hyperspectral Remote Sensing
著者:: Yingzhao Shao, 等
出版事項: (2024-07-01)

Convolutional Autoencoder With Sequential and Channel Attention for Robust ECG Signal Denoising With Edge Device Implementation
著者:: Alif Wicaksana Ramadhan, 等
出版事項: (2025-01-01)

A channel estimation method using denoising autoencoder for large-scale asymmetric backscatter systems
著者:: Chae Yoon Jung, 等
出版事項: (2024-04-01)

An Efficient Convolutional Denoising Autoencoder-Based BDS NLOS Detection Method in Urban Forest Environments
著者:: Yahang Qin, 等
出版事項: (2024-03-01)

Denoising gravitational-wave signals from binary black holes with a dilated convolutional autoencoder
著者:: Philippe Bacon, 等
出版事項: (2023-01-01)

Deep Convolutional Denoising Autoencoders with Network Structure Optimization for the High-Fidelity Attenuation of Random GPR Noise
著者:: Deshan Feng, 等
出版事項: (2021-05-01)