L1 Adaptive Control Theory: Guaranteed Robustness with Fast Adaptation

L1 Adaptive Control Theory: Guaranteed Robustness with Fast Adaptation
ISBN-10
0898719372
ISBN-13
9780898719376
Category
Adaptive control systems
Pages
320
Language
English
Published
2010
Publisher
SIAM
Authors
Naira Hovakimyan, Chengyu Cao

Description

This book presents a comprehensive overview of the recently developed L1 adaptive control theory, including detailed proofs of the main results. The key feature of the L1 adaptive control theory is the decoupling of adaptation from robustness. The architectures of L1 adaptive control theory have guaranteed transient performance and robustness in the presence of fast adaptation, without enforcing persistent excitation, applying gain-scheduling, or resorting to high-gain feedback.

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