Signal detection with higher-order statistics

Chenyang Yang; Jianming Qu; Shaohong Li; Shiyi Mao

Signal detection with higher-order statistics

Chenyang Yang^*
, Jianming Qu
, Shaohong Li
, Shiyi Mao

^*此作品的通讯作者

Peking University

科研成果: 会议稿件 › 论文 › 同行评审

1 引用（Scopus）

摘要

A method for detecting deterministic or non-Gaussian stochastic signals in additive noise by applying higher-order statistics(HOS) is presented in this paper. This method is not sensitive to the color and the distribution of the noise. The only requirement is that the probability density function(pdf) of the noise is symmetrical. If the wave form of the signal or the spectrum of the color noise is unknown, the detection performance by using matched filter(MF) will be deteriorated, while the HOS method is relatively good.

源语言	英语
页	545-548
页数	4
出版状态	已出版 - 1996
已对外发布	是
活动	Proceedings of the 1996 3rd International Conference on Signal Processing, ICSP'96. Part 1 (of 2) - Beijing, China 期限: 14 10月 1996 → 18 10月 1996

会议

会议	Proceedings of the 1996 3rd International Conference on Signal Processing, ICSP'96. Part 1 (of 2)
市	Beijing, China
时期	14/10/96 → 18/10/96

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引用此

@conference{ad596955425a48f991cdf631086e4859,

title = "Signal detection with higher-order statistics",

abstract = "A method for detecting deterministic or non-Gaussian stochastic signals in additive noise by applying higher-order statistics(HOS) is presented in this paper. This method is not sensitive to the color and the distribution of the noise. The only requirement is that the probability density function(pdf) of the noise is symmetrical. If the wave form of the signal or the spectrum of the color noise is unknown, the detection performance by using matched filter(MF) will be deteriorated, while the HOS method is relatively good.",

author = "Chenyang Yang and Jianming Qu and Shaohong Li and Shiyi Mao",

year = "1996",

language = "英语",

pages = "545--548",

note = "Proceedings of the 1996 3rd International Conference on Signal Processing, ICSP'96. Part 1 (of 2) ; Conference date: 14-10-1996 Through 18-10-1996",

}

TY - CONF

T1 - Signal detection with higher-order statistics

AU - Yang, Chenyang

AU - Qu, Jianming

AU - Li, Shaohong

AU - Mao, Shiyi

PY - 1996

Y1 - 1996

N2 - A method for detecting deterministic or non-Gaussian stochastic signals in additive noise by applying higher-order statistics(HOS) is presented in this paper. This method is not sensitive to the color and the distribution of the noise. The only requirement is that the probability density function(pdf) of the noise is symmetrical. If the wave form of the signal or the spectrum of the color noise is unknown, the detection performance by using matched filter(MF) will be deteriorated, while the HOS method is relatively good.

AB - A method for detecting deterministic or non-Gaussian stochastic signals in additive noise by applying higher-order statistics(HOS) is presented in this paper. This method is not sensitive to the color and the distribution of the noise. The only requirement is that the probability density function(pdf) of the noise is symmetrical. If the wave form of the signal or the spectrum of the color noise is unknown, the detection performance by using matched filter(MF) will be deteriorated, while the HOS method is relatively good.

UR - https://www.scopus.com/pages/publications/0030387917

M3 - 论文

AN - SCOPUS:0030387917

SP - 545

EP - 548

T2 - Proceedings of the 1996 3rd International Conference on Signal Processing, ICSP'96. Part 1 (of 2)

Y2 - 14 October 1996 through 18 October 1996

ER -

Signal detection with higher-order statistics

摘要

会议

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引用此