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IEEE TSP接收一篇

已有 7902 次阅读 2018-1-26 09:08 |系统分类:论文交流

 今天终于等来了接收的消息,从17年5月,历经3次改动,终于接收了,这是我的第一篇IEEE论文,不过是博士生第一,我通讯作者,我没有指导博士之前投了几次,都是失败,这算是迟来的祝福吧。祝2018年更加美好!


PDF文件等有了DOI上传吧。


Noise Enhancement in Robust Estimation of Location

10.1109/TSP.2018.2802463

Yan Pan, Fabing~Duan*, Francois Chapeau-Blondeau and Derek~Abbott Fellow IEEE

IEEE TSP 66(8)1953-1966 2018.pdf

In this paper, we investigate the noise benefits to maximum likelihood type estimators (M-estimator) for the robust estimation of a location parameter. Two distinct noise benefits are shown to be accessible under these conditions. With symmetric heavy-tailed noise distributions, the asymptotic efficiency of the estimation can be enhanced by injecting extra noise into the M-estimators. With an asymmetric contaminated noise model having a convex cumulative distribution function, we demonstrate that addition of noise can reduce the maximum bias of the median estimator. These findings extend the analysis of stochastic resonance effects for noise-enhanced signal and information processing.




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