Sep 2026
Condition monitoring of satellites via robust unsupervised time series data reconstruction method
An adaptive robust reconstruction strategy integrated into a hybrid modeling framework combining long short-term memory and self-attention mechanisms is proposed, which outperforms traditional approaches in nearly all detection performance metrics, and achieves both lower false negative and false alarm rates.
Ju-Hui Wei, Jiong-Qi Wang, Peng-Yi Wang et al.
· Measurement science and tech... · 0 citations