Exact Recovery for System Identification With More Corrupt Data Than Clean Data

This paper investigates the system identification problem for linear discrete-time systems under adversaries and analyzes two lasso-type estimators. We examine non-asymptotic properties of these estimators in two separate scenarios, corresponding to deterministic and stochastic models for the attack...

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Bibliographic Details
Main Authors: Baturalp Yalcin, Haixiang Zhang, Javad Lavaei, Murat Arcak
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Open Journal of Control Systems
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10769004/
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