Distributed Detection and Data Fusion
Pramod K. Varshney
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Description for Distributed Detection and Data Fusion
Paperback. Num Pages: 276 pages, biography. BIC Classification: THR; TJK. Category: (P) Professional & Vocational. Dimension: 157 x 234 x 20. Weight in Grams: 444.
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 ... Read more
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 ... Read more
Product Details
Format
Paperback
Publication date
2012
Publisher
Springer-Verlag New York Inc. United States
Number of pages
276
Condition
New
Number of Pages
276
Place of Publication
New York, NY, United States
ISBN
9781461273332
SKU
V9781461273332
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
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