Distributed detection with multiple sensors .1. Fundamentals

被引：755

作者：

Viswanathan, R ^{[1
]}

Varshney, PK ^{[1
]}

机构：

[1] SYRACUSE UNIV, DEPT COMP SCI & ELECT ENGN, SYRACUSE, NY 13244 USA

来源：

PROCEEDINGS OF THE IEEE | 1997年 / 85卷 / 01期

关键词：

D O I：

10.1109/5.554208

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

In this paper, basic results on distributed detection are reviewed. In particular, we consider the parallel and the serial architectures in some detail and discuss the decision rules obtained from their optimization based on the Neyman-Pearson (NP) criterion and the Bayes formulation. For conditionally independent sensor observations, the optimality of the likelihood ratio test (LRT) at the sensors is established. General comments on several important issues are made including the computational complexity of obtaining the optimal solutions, the design of detection networks with more general topologies, and applications to different areas.

引用

页码：54 / 63

页数：10

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