TY - BOOK
T1 - Stability Analysis of Fuzzy-Model-Based Control Systems
T2 - Linear-Matrix-Inequality Approach
AU - Lam, H.K.
AU - Leung, Allen
PY - 2011
Y1 - 2011
N2 - In this book, the state-of-the-art fuzzy-model-based (FMB) control approaches are covered. A comprehensive review about the stability analysis of FMB control systems using the Lyapunov-based approach is given, presenting a clear picture to researchers who would like to work on this field. A wide variety of continuous-time nonlinear control systems such as state-feedback, switching, time-delay and sampled-data FMB control systems, are covered. In short, this book summarizes the recent contributions of the authors on the stability analysis of the FMB control systems. It discusses advanced stability analysis techniques for various FMB control systems, and founds a concrete theoretical basis to support the investigation of FMB control systems at the research level. The analysis results of this book offer various mathematical approaches to designing stable and well-performed FMB control systems. Furthermore, the results widen the applicability of the FMB control approach and help put the fuzzy controller into practice. Detailed analysis and derivation steps are given to enhance the readability, enabling the readers who are unfamiliar with the FMB control systems to follow the materials easily. Simulation examples, with figures and plots of system responses, are given to demonstrate the effectiveness of the proposed FMB control approaches.
AB - In this book, the state-of-the-art fuzzy-model-based (FMB) control approaches are covered. A comprehensive review about the stability analysis of FMB control systems using the Lyapunov-based approach is given, presenting a clear picture to researchers who would like to work on this field. A wide variety of continuous-time nonlinear control systems such as state-feedback, switching, time-delay and sampled-data FMB control systems, are covered. In short, this book summarizes the recent contributions of the authors on the stability analysis of the FMB control systems. It discusses advanced stability analysis techniques for various FMB control systems, and founds a concrete theoretical basis to support the investigation of FMB control systems at the research level. The analysis results of this book offer various mathematical approaches to designing stable and well-performed FMB control systems. Furthermore, the results widen the applicability of the FMB control approach and help put the fuzzy controller into practice. Detailed analysis and derivation steps are given to enhance the readability, enabling the readers who are unfamiliar with the FMB control systems to follow the materials easily. Simulation examples, with figures and plots of system responses, are given to demonstrate the effectiveness of the proposed FMB control approaches.
UR - http://www.scopus.com/inward/record.url?scp=79551677265&partnerID=8YFLogxK
M3 - Book
SN - 978-3-642-17843-6
SN - 978-3-642-42296-6
T3 - Studies in Fuzziness and Soft Computing
BT - Stability Analysis of Fuzzy-Model-Based Control Systems
PB - Springer
ER -