Controlled Sensing for Sequential Multihypothesis Testing with Non-Uniform Sensing Cost

被引：0

作者：

Nitinawarat, Sirin ^{[1
]}

Veeravalli, Venugopal V. ^{[2
]}

机构：

[1] Univ Illinois, Dept Elect & Comp Engn, Urbana, IL 61801 USA

[2] Univ Illinois, Coordinated Sci Lab, Urbana, IL 61801 USA

来源：

2013 ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS AND COMPUTERS | 2013年

基金：

美国国家科学基金会;

关键词：

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

A new model for controlled sensing for sequential multihypothesis testing is proposed and studied. This new model generalizes the existing model in two aspects. First, it exhibits a more complicated memory structure in the controlled observations than that in the existing model. Second, it is applicable to the situation with a very general sensing cost that can depend on realizations of the control signals up to a stopping time. An asymptotically optimal sequential test is proposed and is proven to enjoy a strong asymptotic optimality condition pertaining to a tradeoff between error probabilities and cost.

引用

页码：1095 / 1099

页数：5

共 13 条

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