EventBased State Estimation: A Stochastic Perspective (Studies in Systems, Decision and Control, 41),Used

EventBased State Estimation: A Stochastic Perspective (Studies in Systems, Decision and Control, 41),Used

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This book explores eventbased estimation problems. It shows how several stochastic approaches are developed to maintain estimation performance when sensors perform their updates at slower rates only when needed.The selfcontained presentation makes this book suitable for readers with no more than a basic knowledge of probability analysis, matrix algebra and linear systems. The introduction and literature review provide information, while the main content deals with estimation problems from four distinct angles in a stochastic setting, using numerous illustrative examples and comparisons. The text elucidates both theoretical developments and their applications, and is rounded out by a review of open problems.This book is a valuable resource for researchers and students who wish to expand their knowledge and work in the area of eventtriggered systems. At the same time, engineers and practitioners in industrial process control will benefit from the eventtriggering technique that reduces communication costs and improves energy efficiency in wireless automation applications.

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