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.
Experimental Results for Output Feedback Adaptive Robot Control [microform]
Nonlinear Control I Identification I Neural Networks I Robust Control in State Space Adaptive Robotics II Geometric ... Analysis of Stochastic Discrete Event Systems FP 3:50 Differential Robustness IdentificaSystems in tion V Control ...
The symposium discusses and explores the current and future development of some aspects of the theory of nonlinear control systems, adaptive control and filtering, robust control and H∞ optimization, stochastic systems and white noise ...
Basic predictor feedback for single-input systems -- Basic idea of adaptive control for single-input systems -- Single-input systems with full relative degree -- Single-input systems with arbitrary relative degree -- Exact predictor ...
Apparently, the book cannot include all research topics. The editor wishes that it could reveal some tendencies on this research field and benefit readers. In this book, different aspects of adaptive control are explored.