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Sep, 2019
基于模型辅助的深度神经网络源数量检测
Model-aided Deep Neural Network for Source Number Detection
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Yuwen Yang, Feifei Gao, Cheng Qian, Guisheng Liao
TL;DR
利用深度神经网络和特征值方法识别具有相干和非相干源的信号中的源数,并证明其性能优于AIC和MDL方法。
Abstract
source number detection
is a critical problem in array
signal processing
. Conventional model-driven methods e.g., Akaikes information criterion (AIC) and minimum description length (MDL), suffer from severe perfo
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