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Multisensor distributed sequential detection

机译:多传感器分布式顺序检测

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摘要

A conceptual generalization of the Wald's sequential probability ratio test (SPRT) to a decentralized environment is presented. The local tests are chosen to be SPRT's, which quantize the temporally independent identically distributed (IID) observations into three levels for transmission to the fusion detector. Spatial independence among the local observations is assumed. The fusion test is also an SPRT. An analysis for the decentralized scheme is developed. Performance comparisons with the centralized and other decentralized schemes are presented
机译:提出了Wald顺序概率比率检验(SPRT)到分散环境的概念概括。选择本地测试作为SPRT,将时间独立的均匀分布(IID)观察量化为三个级别,以传输到融合检测器。假定局部观测值之间具有空间独立性。融合测试也是SPRT。对分散计划进行了分析。提出了与集中式和其他分散式方案的性能比较

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