A novel modulation classification method in cognitive radios using higher-order cumulants and denoising stacked sparse autoencoder

2016 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA) ◽

10.1109/apsipa.2016.7820860 ◽

2016 ◽

Cited By ~ 5

Author(s):

Xu Zhu ◽

Takeo Fujii

Keyword(s):

Cognitive Radios ◽

Higher Order ◽

Classification Method ◽

Modulation Classification ◽

Higher Order Cumulants ◽

Sparse Autoencoder ◽

Stacked Sparse Autoencoder

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Novel automatic modulation classification method employing higher-order cumulants and constellation histogram in the presence of CFO

2013 21st Signal Processing and Communications Applications Conference (SIU) ◽

10.1109/siu.2013.6531430 ◽

2013 ◽

Author(s):

A. Guner ◽

I. Kaya

Keyword(s):

Higher Order ◽

Classification Method ◽

Modulation Classification ◽

Automatic Modulation Classification ◽

Higher Order Cumulants

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A modulation classification method in cognitive radios system using stacked denoising sparse autoencoder

2017 IEEE Radio and Wireless Symposium (RWS) ◽

10.1109/rws.2017.7885992 ◽

2017 ◽

Cited By ~ 5

Author(s):

Xu Zhu ◽

Takeo Fujii

Keyword(s):

Cognitive Radios ◽

Classification Method ◽

Modulation Classification ◽

Sparse Autoencoder

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Automatic modulation classification algorithm using higher-order cumulants under real-world channel conditions

IEEE Communications Letters ◽

10.1109/lcomm.2009.12.091711 ◽

2009 ◽

Vol 13 (12) ◽

pp. 917-919 ◽

Cited By ~ 55

Author(s):

Vladimir Orlic ◽

Miroslav Dukic

Keyword(s):

Real World ◽

Higher Order ◽

Classification Algorithm ◽

Modulation Classification ◽

Automatic Modulation Classification ◽

Higher Order Cumulants ◽

Channel Conditions

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A novel modulation classification method in cognitive radios based on features clustering of time-frequency

2016 IEEE Radio and Wireless Symposium (RWS) ◽

10.1109/rws.2016.7444364 ◽

2016 ◽

Cited By ~ 2

Author(s):

Xu Zhu ◽

Takeo Fujii

Keyword(s):

Cognitive Radios ◽

Classification Method ◽

Modulation Classification ◽

Time Frequency

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Multi-receiver modulation classification for non-cooperative scenarios based on higher-order cumulants

Analog Integrated Circuits and Signal Processing ◽

10.1007/s10470-017-1076-2 ◽

2017 ◽

Author(s):

Garrett Vanhoy ◽

Hamed Asadi ◽

Haris Volos ◽

Tamal Bose

Keyword(s):

Higher Order ◽

Modulation Classification ◽

Higher Order Cumulants

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Stacked sparse autoencoder in hyperspectral data classification using spectral-spatial, higher order statistics and multifractal spectrum features

Infrared Physics & Technology ◽

10.1016/j.infrared.2017.08.021 ◽

2017 ◽

Vol 86 ◽

pp. 77-89 ◽

Cited By ~ 16

Author(s):

Xiaoqing Wan ◽

Chunhui Zhao ◽

Yanchun Wang ◽

Wu Liu

Keyword(s):

Order Statistics ◽

Data Classification ◽

Multifractal Spectrum ◽

Higher Order ◽

Hyperspectral Data ◽

Higher Order Statistics ◽

Sparse Autoencoder ◽

Stacked Sparse Autoencoder

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Spectral-spatial classification method for hyperspectral images using stacked sparse autoencoder suitable in limited labelled samples situation

Geocarto International ◽

10.1080/10106049.2020.1797188 ◽

2020 ◽

pp. 1-24

Author(s):

Seyyed Ali Ahmadi ◽

Nasser Mehrshad ◽

Seyyed Mohammadali Arghavan

Keyword(s):

Hyperspectral Images ◽

Classification Method ◽

Spatial Classification ◽

Sparse Autoencoder ◽

Stacked Sparse Autoencoder

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Phase Mapping Recognition and Modulation Classification Algorithm Using New Higher-order Cumulants

The Journal of Korean Institute of Information Technology ◽

10.14801/jkiit.2017.15.2.153 ◽

2017 ◽

Vol 15 (2) ◽

pp. 153-160

Author(s):

Jaeyoon Lee ◽

Seongjin Ahn ◽

Junwon Choi ◽

Dongweon Yoon

Keyword(s):

Higher Order ◽

Classification Algorithm ◽

Modulation Classification ◽

Higher Order Cumulants ◽

Phase Mapping

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Robust modulation classification for PSK /QAM/ASK using higher-order cumulants

2007 6th International Conference on Information, Communications & Signal Processing ◽

10.1109/icics.2007.4449591 ◽

2007 ◽

Cited By ~ 22

Author(s):

M.R. Mirarab ◽

M.A. Sobhani

Keyword(s):

Higher Order ◽

Modulation Classification ◽

Higher Order Cumulants

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Remaining Useful Life Prediction Based on Stacked Sparse Autoencoder and Echo State Network

2020 39th Chinese Control Conference (CCC) ◽

10.23919/ccc50068.2020.9188550 ◽

2020 ◽

Author(s):

Yinghua Yang ◽

Dandan Yao ◽

Xiaozhi Liu

Keyword(s):

Life Prediction ◽

Remaining Useful Life ◽

Echo State Network ◽

Useful Life ◽

Sparse Autoencoder ◽

Stacked Sparse Autoencoder

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