Iterative Learning Control with Passive Incomplete Information

Algorithms Design and Convergence Analysis

Nonfiction, Science & Nature, Technology, Automation, Engineering, Mechanical
Cover of the book Iterative Learning Control with Passive Incomplete Information by Dong Shen, Springer Singapore
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Dong Shen ISBN: 9789811082672
Publisher: Springer Singapore Publication: April 16, 2018
Imprint: Springer Language: English
Author: Dong Shen
ISBN: 9789811082672
Publisher: Springer Singapore
Publication: April 16, 2018
Imprint: Springer
Language: English

This book presents an in-depth discussion of iterative learning control (ILC) with passive incomplete information, highlighting the incomplete input and output data resulting from practical factors such as data dropout, transmission disorder, communication delay, etc.—a cutting-edge topic in connection with the practical applications of ILC.

It describes in detail three data dropout models: the random sequence model, Bernoulli variable model, and Markov chain model—for both linear and nonlinear stochastic systems. Further, it proposes and analyzes two major compensation algorithms for the incomplete data, namely, the intermittent update algorithm and successive update algorithm. Incomplete information environments include random data dropout, random communication delay, random iteration-varying lengths, and other communication constraints.

With numerous intuitive figures to make the content more accessible, the book explores several potential solutions to this topic, ensuring that readers are not only introduced to the latest advances in ILC for systems with random factors, but also gain an in-depth understanding of the intrinsic relationship between incomplete information environments and essential tracking performance. It is a valuable resource for academics and engineers, as well as graduate students who are interested in learning about control, data-driven control, networked control systems, and related fields.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

This book presents an in-depth discussion of iterative learning control (ILC) with passive incomplete information, highlighting the incomplete input and output data resulting from practical factors such as data dropout, transmission disorder, communication delay, etc.—a cutting-edge topic in connection with the practical applications of ILC.

It describes in detail three data dropout models: the random sequence model, Bernoulli variable model, and Markov chain model—for both linear and nonlinear stochastic systems. Further, it proposes and analyzes two major compensation algorithms for the incomplete data, namely, the intermittent update algorithm and successive update algorithm. Incomplete information environments include random data dropout, random communication delay, random iteration-varying lengths, and other communication constraints.

With numerous intuitive figures to make the content more accessible, the book explores several potential solutions to this topic, ensuring that readers are not only introduced to the latest advances in ILC for systems with random factors, but also gain an in-depth understanding of the intrinsic relationship between incomplete information environments and essential tracking performance. It is a valuable resource for academics and engineers, as well as graduate students who are interested in learning about control, data-driven control, networked control systems, and related fields.

More books from Springer Singapore

Cover of the book Developments in Fungal Biology and Applied Mycology by Dong Shen
Cover of the book Socio-Ecological Dimensions of Infectious Diseases in Southeast Asia by Dong Shen
Cover of the book Digital Resources for Learning by Dong Shen
Cover of the book Infectious Diseases and Nanomedicine III by Dong Shen
Cover of the book Plasma Science and Technology for Emerging Economies by Dong Shen
Cover of the book Entrepreneurship Education by Dong Shen
Cover of the book Advances in Biomaterials for Biomedical Applications by Dong Shen
Cover of the book Personalized Management of Gastric Cancer by Dong Shen
Cover of the book A First Course in Engineering Drawing by Dong Shen
Cover of the book Relaxation of the Chemical Bond by Dong Shen
Cover of the book Data Mining by Dong Shen
Cover of the book Spaces of Teaching and Learning by Dong Shen
Cover of the book Cultural-Historical Approaches to Studying Learning and Development by Dong Shen
Cover of the book Innovations in Electronics and Communication Engineering by Dong Shen
Cover of the book Sustainable Urbanization in India by Dong Shen
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy