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Distributed Detection and Data Fusion (Paperback, Softcover reprint of the original 1st ed. 1997)
Loot Price: R4,484
Discovery Miles 44 840
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Distributed Detection and Data Fusion (Paperback, Softcover reprint of the original 1st ed. 1997)
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This book provides an introductory treatment of the fundamentals of
decision-making in a distributed framework. Classical detection
theory assumes that complete observations are available at a
central processor for decision-making. More recently, many
applications have been identified in which observations are
processed in a distributed manner and decisions are made at the
distributed processors, or processed data (compressed observations)
are conveyed to a fusion center that makes the global decision.
Conventional detection theory has been extended so that it can deal
with such distributed detection problems. A unified treatment of
recent advances in this new branch of statistical decision theory
is presented. Distributed detection under different formulations
and for a variety of detection network topologies is discussed.
This material is not available in any other book and has appeared
relatively recently in technical journals. The level of
presentation is such that the hook can be used as a graduate-level
textbook. Numerous examples are presented throughout the book. It
is assumed that the reader has been exposed to detection theory.
The book will also serve as a useful reference for practicing
engineers and researchers. I have actively pursued research on
distributed detection and data fusion over the last decade, which
ultimately interested me in writing this book. Many individuals
have played a key role in the completion of this book.
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