分散贝叶斯检测系统设计的进一步结果

W. Hashlamoun, P. Varshney
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引用次数: 1

摘要

研究了分散贝叶斯检测问题。介绍了最佳最小成本系统的设计要点和分析。最优系统的设计是基于最小可实现成本的替代表示。使用这种表示,分散贝叶斯问题的设计简化为n个变量的单个函数的优化,从而避免了成本对变量数量的指数依赖。处理了不相同检测器和相同检测器的情况。给出了几个数值算例
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Further results on the design of decentralized Bayesian detection systems
The decentralized Bayesian detection problem is considered. Some of the design aspects and an analysis of the optimum minimum-cost system are presented. The design of the optimum system is based on an alternate representation of the minimum achievable cost. Using this representation the design of the decentralized Bayesian problem reduces to the optimization of a single function of n variables, thus avoiding the exponential dependence of the cost on the number of variables. The cases of nonidentical as well as identical detectors are treated. Several numerical examples are included
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