AN APPROACH TO THE DESIGN OF DISTRIBUTED BAYESIAN DETECTION STRUCTURES

被引：7

作者：

HASHLAMOUN, WA

VARSHNEY, PK

机构：

[1] Electrical and Computer Engineering Department, Syracuse University, Syracuse,, NY

来源：

IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS | 1991年 / 21卷 / 05期

关键词：

D O I：

10.1109/21.120071

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

A computationally efficient approach to the design of decentralized Bayesian detection systems is presented. This procedure is based upon an alternate representation of the minimum average cost in terms of a modified form of the Kolmogorov variational distance. The utility of the approach is demonstrated by applying it to the design and performance evaluation of three decentralized detection structures. In all these structures, the design of the optimum systems reduces to the optimization of a single function of a certain number of variables. Numerical examples are presented for illustration.

引用

页码：1206 / 1211

页数：6

共 21 条

[1] OPTIMAL DATA FUSION IN MULTIPLE SENSOR DETECTION SYSTEMS [J].