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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| Format: | Artigo |
| Sprache: | Inglês |
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MDPI AG
2026-05-01
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| Schriftenreihe: | Telecom |
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| Online-Zugang: | https://www.mdpi.com/2673-4001/7/3/50 |
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