Detection of Abrupt Changes: Theory and Application (Prentice Hall information and system sciences series)

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9780131267800: Detection of Abrupt Changes: Theory and Application (Prentice Hall information and system sciences series)

This book presents mathematical tools and techniques for solving change detection problems in wide domains like signal processing, controlled systems and monitoring. The book covers a wide class of stochastic processes, from scalar independent observations to multidimensional dependent ARMA and state-space models, the properties of the algorithms for statistical change detection, tuning and optimizing change detection in real-world applications. The book is intended for engineers and researchers involved in signal processing, automatic control and supervision, time series analysis, applied statistics, quality control and preventive maintenance and monitoring of plants.

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This book describes a unified framework for the design and the performance analysis of algorithms for solving change detection problems. Change detection problems result in the increasingly complex technological proces, i.e. monitoring, safety of complex systems (i.e. aircraft, boats, rockets and control quality). The major benefit to the reader is the new, important and useful mathematical books presented to solve change detection problems in a large variety of applications--signal processing, controlled system monitoring, etc.

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Nikiforov, Igor V., Basseville, Michele
Published by Prentice Hall (1993)
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Book Description Prentice Hall, 1993. Hardcover. Book Condition: Good. Item may show signs of shelf wear. Pages may include limited notes and highlighting. Includes supplemental or companion materials if applicable. Access codes may or may not work. Connecting readers since 1972. Customer service is our top priority. Bookseller Inventory # mon0000102575

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