分布非参数检测的一些结果

29th IEEE Conference on Decision and Control Pub Date : 1990-12-05 DOI:10.1109/CDC.1990.203266

J. Han, P. Varshney, V. Vannicola

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引用次数: 15

摘要

研究了非参数技术在分布式检测系统中的应用。考虑了符号检测器和死区检测器。输入统计量采用广义高斯分布，它是一类一般的对称单峰单变量概率密度函数。给出了非参数分布检测器与某些参数分布检测器的性能比较。

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Some results on distributed nonparametric detection

The application of nonparametric techniques in distributed detection systems is investigated. Sign detectors and dead-zone limiter detectors are considered. Generalized Gaussian distribution is used as the input statistics, which is a general class of symmetric unimodal univariate probability density functions. Performance comparisons between nonparametric distributed detectors and some parametric distributed detectors are given.<>

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来源期刊

29th IEEE Conference on Decision and Control

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