Online Robust Subspace Clustering With Application to Power Grid Monitoring

In this work, a robust subspace clustering algorithm is developed to exploit the inherent union-of-subspaces structure in the data for reconstructing missing measurements and detecting anomalies. Our focus is on processing an incessant stream of large-scale data such as synchronized phasor measureme...

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Bibliographic Details
Main Authors: Young-Hwan Lee, Seung-Jun Kim, Kwang Y. Lee, Taesik Nam
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10070758/