Robust Output Feedback H-infinity Control and Filtering for Uncertain Linear Systems PDF Download

Author: Xiao-Heng Chang
Publisher: Springer Science & Business
ISBN: 3642551076
Category : Technology & Engineering
Languages : en
Pages : 254

View

Book Description
"Robust Output Feedback H-infinity Control and Filtering for Uncertain Linear Systems" discusses new and meaningful findings on robust output feedback H-infinity control and filtering for uncertain linear systems, presenting a number of useful and less conservative design results based on the linear matrix inequality (LMI) technique. Though primarily intended for graduate students in control and filtering, the book can also serve as a valuable reference work for researchers wishing to explore the area of robust H-infinity control and filtering of uncertain systems. Dr. Xiao-Heng Chang is a Professor at the College of Engineering, Bohai University, China.

Author: Tansel Yucelen
Publisher:
ISBN:
Category :
Languages : en
Pages : 101

View

Book Description
This thesis reports new developments in the context of robust control theory to guarantee the stability despite perturbations in the models of linear time-invariant (LTI), multiple-input multiple-output (MIMO) dynamical systems, in continuous-time. Robustness for both system estimation and control design are considered in order to obtain a stable and effective control technique. The developments include: (1) A robust H [infinity] Kalman filter (RHKF) algorithm for parameter estimation of MIMO LTI systems, (2) a new modeling approach based on non-minimal state-space realization, in conjunction with an LMI-based model reduction strategy, to obtain reduced-order system models and to generate equivalent set of states for MIMO systems, (3) a new H [infinity] control law, using LMI approach, to guarantee robustness of the designed control against model uncertainty, (4) a constrained H [infinity] control technique, with Lyapunov-based pole assignment strategy, for robust output-feedback control of MIMO LTI systems, and (5) a novel multivariable continuous-time H [infinity] adaptive optimal control approach for robust control of unknown linear systems. Actual hardware experiments using a DSP have been carried out in order to verify the applicability and the performance of the proposed robust control techniques for active vibration and noise control systems.

Author: A.J. Tallón-Ballesteros
Publisher: IOS Press
ISBN: 1643683470
Category : Computers
Languages : en
Pages : 440

View

Book Description
Fuzzy logic is vital to applications in the electrical, industrial, chemical and engineering realms, as well as in areas of management and environmental issues. Data mining is indispensible in dealing with big data, massive data, and scalable, parallel and distributed algorithms. This book presents papers from FSDM 2022, the 8th International Conference on Fuzzy Systems and Data Mining. The conference, originally scheduled to take place in Xiamen, China, was held fully online from 4 to 7 November 2022, due to ongoing restrictions connected with the COVID-19 pandemic. This year, FSDM received 196 submissions, of which 47 papers were ultimately selected for presentation and publication after a thorough review process, taking into account novelty, and the breadth and depth of research themes falling under the scope of FSDM. This resulted in an acceptance rate of 23.97%. Topics covered include fuzzy theory, algorithms and systems, fuzzy applications, data mining and the interdisciplinary field of fuzzy logic and data mining. Offering an overview of current research and developments in fuzzy logic and data mining, the book will be of interest to all those working in the field of data science.

Author: Jiwei Wen
Publisher: Academic Press
ISBN: 0128148683
Category : Technology & Engineering
Languages : en
Pages : 222

View

Book Description
Non-monotonic Approach to Robust H∞ Control of Multi-model Systems focuses on robust analysis and synthesis problems for multi-model systems based on the non-monotonic Lyapunov Functionals (LFs) approach that enlarges the stability region and improves control performance. By fully considering the diversity of switching laws, the multi-step time difference, the multi-step prediction, and the expansion of system dimension, the non-monotonic LF can be properly constructed. The focus of this book is placed on the H∞ state feedback control, H∞ filtering and H∞ output feedback control for multi-model systems via a non-monotonic LF approach. The book's authors provide illustrative examples to show the feasibility and efficiency of the proposed methods, along with practical examples that demonstrate the effectiveness and potential of theoretical results. Offers tools for the analysis and design of control processes where the process can be represented by multi-models Presents a comprehensive explanation of recent developments in non-monotonic approaches to robust H-infinity control of multi-model systems Gives numerical examples and simulation results in each chapter to demonstrate engineering potential

Author: Alberto Ricardo Galimidi
Publisher:
ISBN:
Category : Linear systems
Languages : en
Pages : 456

View

Book Description

Author: Guang-Hong Yang
Publisher: CRC Press
ISBN: 1466580364
Category : Technology & Engineering
Languages : en
Pages : 288

View

Book Description
Linear Systems: Non-Fragile Control and Filtering presents the latest research results and a systematic approach to designing non-fragile controllers and filters for linear systems. The authors combine the algebraic Riccati technique, the linear matrix inequality (LMI) technique, and the sensitivity analysis method to establish a set of new non-fragile (insensitive) control methods. This proposed method can optimize the closed-loop system performance and make the designed controllers or filters tolerant of coefficient variations in controller or filter gain matrices. A Systematic Approach to Designing Non-Fragile Controllers and Filters for Linear Systems The text begins with developments and main research methods in non-fragile control. It then systematically presents novel methods for non-fragile control and filtering of linear systems with respect to additive/multiplicative controller/filter gain uncertainties. The book introduces the algebraic Riccati equation technique to solve additive/multiplicative norm-bounded controller/filter gain uncertainty, and proposes a structured vertex separator to deal with the numerical problem resulting from interval-bounded coefficient variations. It also explains how to design insensitive controllers and filters in the framework of coefficient sensitivity theory. Throughout, the book includes numerical examples to demonstrate the effectiveness of the proposed design methods. More Effective Design Methods for Non-Fragile Controllers and Filters The design and analysis tools described will help readers to better understand and analyze parameter uncertainties and to design more effective non-fragile controllers and filters. Providing a coherent approach, this book is a valuable reference for researchers, graduate students, and anyone who wants to explore the area of non-fragile control and filtering.

Author: Xiao-Heng Chang
Publisher: Springer
ISBN: 3642286321
Category : Technology & Engineering
Languages : en
Pages : 171

View

Book Description
Takagi-Sugeno Fuzzy Systems Non-fragile H-infinity Filtering investigates the problem of non-fragile H-infinity filter design for Takagi-Sugeno (T-S) fuzzy systems. Given a T-S fuzzy system, the objective of this book is to design an H-infinity filter with the gain variations such that the filtering error system guarantees a prescribed H-infinity performance level. Furthermore, it demonstrates that the solution of non-fragile H-infinity filter design problem can be obtained by solving a set of linear matrix inequalities (LMIs). The intended audiences are graduate students and researchers both from the fields of engineering and mathematics. Dr. Xiao-Heng Chang is an Associate Professor at the College of Engineering, Bohai University, Jinzhou, Liaoning, China.

Author: Maotai Zhao
Publisher: Springer
ISBN: 3642319653
Category : Computers
Languages : en
Pages : 790

View

Book Description
The two volume set, CCIS 288 and 289, constitutes the thoroughly refereed post-conference proceedings of the First International Conference on Communications and Information Processing, ICCIP 2012, held in Aveiro, Portugal, in March 2012. The 168 revised full papers of both volumes were carefully reviewed and selected from numerous submissions. The papers present the state-of-the-art in communications and information processing and feature current research on the theory, analysis, design, test and deployment related to communications and information processing systems.

Author: Andrzej Bartoszewicz
Publisher: BoD – Books on Demand
ISBN: 9533072296
Category : Science
Languages : en
Pages : 696

View

Book Description
The main objective of this monograph is to present a broad range of well worked out, recent theoretical and application studies in the field of robust control system analysis and design. The contributions presented here include but are not limited to robust PID, H-infinity, sliding mode, fault tolerant, fuzzy and QFT based control systems. They advance the current progress in the field, and motivate and encourage new ideas and solutions in the robust control area.

Author: Eli Gershon
Publisher: Springer Science & Business Media
ISBN: 9781852339975
Category : Technology & Engineering
Languages : en
Pages : 276

View

Book Description
Multiplicative noise appears in systems where the process or measurement noise levels depend on the system state vector. Such systems are relevant, for example, in radar measurements where larger ranges involve higher noise level. This monograph embodies a comprehensive survey of the relevant literature with basic problems being formulated and solved by applying various techniques including game theory, linear matrix inequalities and Lyapunov parameter-dependent functions. Topics covered include: convex H2 and H-infinity norms analysis of systems with multiplicative noise; state feedback control and state estimation of systems with multiplicative noise; dynamic and static output feedback of stochastic bilinear systems; tracking controllers for stochastic bilinear systems utilizing preview information. Various examples which demonstrate the applicability of the theory to practical control engineering problems are considered; two such examples are taken from the aerospace and guidance control areas.