Incremental Sparse Adaptive PCA for Streaming Industrial Sensor Data
Industrial Internet of Things (IIoT) systems generate high-dimensional, non-stationary sensor streams under strict memory and computational constraints, limiting the applicability of classical batch dimensionality reduction methods. While incremental PCA (IPCA) enables online updates, it produces de...
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| Auteurs principaux: | , |
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| Format: | Artigo |
| Langue: | Inglês |
| Publié: |
MDPI AG
2026-05-01
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| Collection: | Telecom |
| Sujets: | |
| Accès en ligne: | https://www.mdpi.com/2673-4001/7/3/50 |
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