Indefinite-Quadratic Estimation and Control: A Unified Approach to H2 and H-infinity Theories (Studies in Applied and Numerical Mathematics, Series Number 16) - Hardcover

Hassibi, Babak; Sayed, Ali H.; Kailath, Thomas

Hardcover

ISBN 10: 0898714117 ISBN 13: 9780898714111

Publisher: Society for Industrial and Applied Mathematics, 1987

Synopsis

This monograph presents a unified mathematical framework for a wide range of problems in estimation and control. The authors discuss the two most commonly used methodologies: the stochastic H2 approach and the deterministic (worst-case) H8 approach. Despite the fundamental differences in the philosophies of these two approaches, the authors have discovered that, if indefinite metric spaces are considered, they can be treated in the same way and are essentially the same. The benefits and consequences of this unification are pursued in detail, with discussions of how to generalize well-known results from H$^2$ theory to H$^\infty$ setting, as well as new results and insight, the development of new algorithms, and applications to adaptive signal processing. The authors deliberately have placed primary emphasis on estimation problems which enable one to solve all the relevant control problems in detail.

About this title

About the Author

Babak Hassibi is a member of the technical staff at Bell Labs in Murray Hill, New Jersey. Ali H. Sayed is an Associate Professor in the Department of Electrical Engineering at the University of California, Los Angeles. Thomas Kailath is Hitachi America Professor of Engineering at Stanford University in California.

Edition details

• Publisher: Society for Industrial and Applied Mathematics
• Publication date: 1987
• Language: English
• ISBN 10: 0898714117
• ISBN 13: 9780898714111
• Binding: Hardcover
• Number of pages: 572