Large Deviations Analysis to the Performance of Distributed Detection

Name: Large Deviations Analysis to the Performance of Distributed Detection
Availability: OutOfStock
ISBN: 9783843369992

ISBN-10: 3843369992

ISBN-13: 9783843369992

Edition: N/A

Authors: Po-Ning Chen

List price: $51.00

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Description:

This book studies the performance of distributed detection systems by means of large deviation techniques under two distinct models. In the first model, the error performance is investigated as the number of sensors tends to infinity by assuming that the i.i.d. sensor data are quantized locally into m-ary messages and transmitted to the fusion center for binary hypothesis testing. It is found that when the second moment of the post-quantization log-likelihood ratio is unbounded, the Neyman-Pearson error exponent becomes a function of the test level; whereas the Bayes error exponent remains unaffected. Also shown is that in Bayes testing, the equivalence of absolutely optimal and best…

Book details

List price: $51.00
Publisher: Lambert Academic Publishing
Binding: Paperback
Pages: 132
Size: 6.00" wide x 9.00" long x 0.31" tall
Weight: 0.440
Language: English

Po-Ning Chen is a Professor in the Department of Electrical Engineering at the National Chiao Tung University (NCTU). Amongst his awards, he has received the 2000 Young Scholar Paper Award from Academia Sinica. He was also selected as the Outstanding Tutor Teacher of NCTU in 2002 and he received the Distinguished Teaching Award from the College of Electrical and Computer Engineering in 2003.