Optimal State Estimation: Kalman, H Infinity, and Nonlinear Approaches

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9780471708582: Optimal State Estimation: Kalman, H Infinity, and Nonlinear Approaches

Book by Simon Dan

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Quatrième de couverture :

A bottom–up approach that enables readers to master and apply the latest techniques in state estimation

This book offers the best mathematical approaches to estimating the state of a general system. The author presents state estimation theory clearly and rigorously, providing the right amount of advanced material, recent research results, and references to enable the reader to apply state estimation techniques confidently across a variety of fields in science and engineering.

While there are other textbooks that treat state estimation, this one offers special features and a unique perspective and pedagogical approach that speed learning:

  • Straightforward, bottom–up approach begins with basic concepts and then builds step by step to more advanced topics for a clear understanding of state estimation
  • Simple examples and problems that require only paper and pen to solve lead to an intuitive understanding of how theory works in practice
  • MATLAB®–based source code that corresponds to examples in the book, available on the author′s Web site, enables readers to recreate results and experiment with other simulation setups and parameters

Armed with a solid foundation in the basics, readers are presented with a careful treatment of advanced topics, including unscented filtering, high order nonlinear filtering, particle filtering, constrained state estimation, reduced order filtering, robust Kalman filtering, and mixed Kalman/H? filtering.

Problems at the end of each chapter include both written exercises and computer exercises. Written exercises focus on improving the reader′s understanding of theory and key concepts, whereas computer exercises help readers apply theory to problems similar to ones they are likely to encounter in industry. A solutions manual is available for instructors.

With its expert blend of theory and practice, coupled with its presentation of recent research results, Optimal State Estimation is strongly recommended for undergraduate and graduate–level courses in optimal control and state estimation theory. It also serves as a reference for engineers and science professionals across a wide array of industries.

Revue de presse :

"This book is obviously written with care and reads very easily. A very valuable resource for students, teachers, and practitioners highly recommended." ( CHOICE, February 2007)

"The dozens of helpful step–by–step examples, visual illustrations, and lists of exercises proposed at the end of each chapter significantly facilitate a reader′s understanding of the book′s content." (Computing Reviews.com, December 4, 2006)

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Simon, Dan
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ISBN 10 : 0471708585 ISBN 13 : 9780471708582
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Description du livre Wiley-Interscience, Hoboken, New Jersey, U.S.A., 2006. Hardcover. État : Brand New. 12mo - over 6¾ - 7¾" tall. US edition Brand New HARD COVER expedite delivery. N° de réf. du libraire 001322

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Description du livre John Wiley Sons Inc, United States, 2006. Hardback. État : New. 1. Auflage. 254 x 182 mm. Language: English . Brand New Book. A bottom-up approach that enables readers to master and apply the latest techniques in state estimation This book offers the best mathematical approaches to estimating the state of a general system. The author presents state estimation theory clearly and rigorously, providing the right amount of advanced material, recent research results, and references to enable the reader to apply state estimation techniques confidently across a variety of fields in science and engineering. While there are other textbooks that treat state estimation, this one offers special features and a unique perspective and pedagogical approach that speed learning: Straightforward, bottom-up approach begins with basic concepts and then builds step by step to more advanced topics for a clear understanding of state estimation Simple examples and problems that require only paper and pen to solve lead to an intuitive understanding of how theory works in practice MATLAB(r)-based source code that corresponds to examples in the book, available on the author s Web site, enables readers to recreate results and experiment with other simulation setups and parameters Armed with a solid foundation in the basics, readers are presented with a careful treatment of advanced topics, including unscented filtering, high order nonlinear filtering, particle filtering, constrained state estimation, reduced order filtering, robust Kalman filtering, and mixed Kalman/H? filtering. Problems at the end of each chapter include both written exercises and computer exercises. Written exercises focus on improving the reader s understanding of theory and key concepts, whereas computer exercises help readers apply theory to problems similar to ones they are likely to encounter in industry. A solutions manual is available for instructors. With its expert blend of theory and practice, coupled with its presentation of recent research results, Optimal State Estimation is strongly recommended for undergraduate and graduate-level courses in optimal control and state estimation theory. It also serves as a reference for engineers and science professionals across a wide array of industries. A solutions manual is available upon request from the Wiley editorial board. N° de réf. du libraire AAH9780471708582

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ISBN 10 : 0471708585 ISBN 13 : 9780471708582
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Description du livre John Wiley Sons Inc, United States, 2006. Hardback. État : New. 1. Auflage. 254 x 182 mm. Language: English . Brand New Book. A bottom-up approach that enables readers to master and apply the latest techniques in state estimation This book offers the best mathematical approaches to estimating the state of a general system. The author presents state estimation theory clearly and rigorously, providing the right amount of advanced material, recent research results, and references to enable the reader to apply state estimation techniques confidently across a variety of fields in science and engineering. While there are other textbooks that treat state estimation, this one offers special features and a unique perspective and pedagogical approach that speed learning: Straightforward, bottom-up approach begins with basic concepts and then builds step by step to more advanced topics for a clear understanding of state estimation Simple examples and problems that require only paper and pen to solve lead to an intuitive understanding of how theory works in practice MATLAB(r)-based source code that corresponds to examples in the book, available on the author s Web site, enables readers to recreate results and experiment with other simulation setups and parameters Armed with a solid foundation in the basics, readers are presented with a careful treatment of advanced topics, including unscented filtering, high order nonlinear filtering, particle filtering, constrained state estimation, reduced order filtering, robust Kalman filtering, and mixed Kalman/H? filtering. Problems at the end of each chapter include both written exercises and computer exercises. Written exercises focus on improving the reader s understanding of theory and key concepts, whereas computer exercises help readers apply theory to problems similar to ones they are likely to encounter in industry. A solutions manual is available for instructors. With its expert blend of theory and practice, coupled with its presentation of recent research results, Optimal State Estimation is strongly recommended for undergraduate and graduate-level courses in optimal control and state estimation theory. It also serves as a reference for engineers and science professionals across a wide array of industries. A solutions manual is available upon request from the Wiley editorial board. N° de réf. du libraire AAH9780471708582

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