A Novel Reconstruction Method for Irregularly Sampled Observation Sequences for Digital Twin

Various uncertainties such as communication delay, packet loss and disconnection in the Industrial Internet, as well as the asynchronous sampling of sensors, can cause irregularity, sparsity, and misalignment of sampling sequences, and thereby seriously affect the training and prediction performance...

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Bibliographic Details
Main Authors: Haonan Jiang, Yanbo Zhao, Qiao Zhu, Yuanli Cai
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Applied Sciences
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Online Access:https://www.mdpi.com/2076-3417/15/9/4706
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