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Estimation Problems in Hybrid Systems

David D. Sworder, John E. Boyd
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      Developments in sensor and processor sophistication have created a need for effective estimation and control algorithms for hybrid, nonlinear systems. This book presents an effective, flexible family of estimation algorithms that can be used in estimating or controlling a variety of nonlinear plants. Several applications are studied, including tracking a manoeuvring aircraft, automatic target recognition, and the decoding of signals transmitted across a wireless communications link. The authors begin by setting out the necessary theoretical background and then develop a practical, finite-dimensional approximation to an optimal estimator. Throughout the book, they illustrate theoretical results by simulation of control and estimation in real-world hybrid systems, drawn from a variety of engineering fields. The book will be of great interest to graduate students and researchers in electrical and computer engineering. It will also be a useful reference for practising engineers involved in the design of estimation, tracking or wireless communications systems.
      Format: CONTRIBUTORS: David D. Sworder, John E. Boyd EAN: 9780521623209 COUNTRY: United Kingdom PAGES: WEIGHT: 720 g HEIGHT: 263 cm
      PUBLISHED BY: Cambridge University Press DATE PUBLISHED: 1999-10-28 CITY: GENRE: TECHNOLOGY & ENGINEERING / General WIDTH: 185 cm SPINE:

      Book Themes:

      Electronics engineering

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      Developments in sensor and processor sophistication have created a need for effective estimation and control algorithms for hybrid, nonlinear systems. This book presents an effective, flexible family of estimation algorithms that can be used in estimating or controlling a variety of nonlinear plants. Several applications are studied, including tracking a manoeuvring aircraft, automatic target recognition, and the decoding of signals transmitted across a wireless communications link. The authors begin by setting out the necessary theoretical background and then develop a practical, finite-dimensional approximation to an optimal estimator. Throughout the book, they illustrate theoretical results by simulation of control and estimation in real-world hybrid systems, drawn from a variety of engineering fields. The book will be of great interest to graduate students and researchers in electrical and computer engineering. It will also be a useful reference for practising engineers involved in the design of estimation, tracking or wireless communications systems.
      Format: CONTRIBUTORS: David D. Sworder, John E. Boyd EAN: 9780521623209 COUNTRY: United Kingdom PAGES: WEIGHT: 720 g HEIGHT: 263 cm
      PUBLISHED BY: Cambridge University Press DATE PUBLISHED: 1999-10-28 CITY: GENRE: TECHNOLOGY & ENGINEERING / General WIDTH: 185 cm SPINE:

      Book Themes:

      Electronics engineering

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