Non-stationary Multivariate Spatial Covariance Estimation via Low-Rank Regularization

Statistica Sinica ◽

10.5705/ss.2013.211w ◽

2014 ◽

Author(s):

ShengLi Tzeng ◽

Hsin-Cheng Huang

Keyword(s):

Covariance Estimation ◽

Low Rank ◽

Spatial Covariance

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Efficient Full-Rank Spatial Covariance Estimation Using Independent Low-Rank Matrix Analysis for Blind Source Separation

2019 27th European Signal Processing Conference (EUSIPCO) ◽

10.23919/eusipco.2019.8903026 ◽

2019 ◽

Author(s):

Yuki Kubo ◽

Norihiro Takamune ◽

Daichi Kitamura ◽

Hiroshi Saruwatari

Keyword(s):

Blind Source Separation ◽

Source Separation ◽

Full Rank ◽

Covariance Estimation ◽

Matrix Analysis ◽

Low Rank ◽

Spatial Covariance ◽

Rank Matrix ◽

Low Rank Matrix

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Structured low-rank inverse-covariance estimation for visual sentiment distribution prediction

Signal Processing ◽

10.1016/j.sigpro.2018.06.001 ◽

2018 ◽

Vol 152 ◽

pp. 206-216 ◽

Author(s):

Anan Liu ◽

Yingdi Shi ◽

Peiguang Jing ◽

Jing Liu ◽

Yuting Su

Keyword(s):

Covariance Estimation ◽

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Stable compressive low rank Toeplitz covariance estimation without regularization

2016 50th Asilomar Conference on Signals, Systems and Computers ◽

10.1109/acssc.2016.7869065 ◽

2016 ◽

Author(s):

Heng Qiao ◽

Piya Pal

Keyword(s):

Covariance Estimation ◽

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MIMO channel spatial covariance estimation: Analysis using a closed-form model

2010 IEEE International Conference on Wireless Information Technology and Systems ◽

10.1109/icwits.2010.5611932 ◽

2010 ◽

Author(s):

Yanling Yang ◽

Michael A. Jensen

Keyword(s):

Closed Form ◽

Covariance Estimation ◽

Mimo Channel ◽

Spatial Covariance ◽

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Compressive parameter estimation with multiple measurement vectors via structured low-rank covariance estimation

2014 IEEE Workshop on Statistical Signal Processing (SSP) ◽

10.1109/ssp.2014.6884656 ◽

2014 ◽

Author(s):

Yuanxin Li ◽

Yuejie Chi

Keyword(s):

Parameter Estimation ◽

Covariance Estimation ◽

Low Rank ◽

Multiple Measurement ◽

Multiple Measurement Vectors

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Efficient spatial covariance estimation for asynchronous co-channel interference suppression in MIMO-OFDM systems

IEEE Transactions on Wireless Communications ◽

10.1109/t-wc.2008.071201 ◽

2008 ◽

Vol 7 (12) ◽

pp. 4849-4853 ◽

Author(s):

Qiang Li ◽

Jing Zhu ◽

Qinghua Li ◽

C. Georghiades

Keyword(s):

Interference Suppression ◽

Covariance Estimation ◽

Ofdm Systems ◽

Spatial Covariance ◽

Channel Interference ◽

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Stability analysis in nonstationary spatial covariance estimation

Stochastic Environmental Research and Risk Assessment ◽

10.1007/s00477-016-1228-4 ◽

2016 ◽

Vol 31 (3) ◽

pp. 815-828 ◽

Author(s):

J. Fernando Vera ◽

José M. Angulo ◽

Juan A. Roldán

Keyword(s):

Stability Analysis ◽

Covariance Estimation ◽

Spatial Covariance

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DOWNLINK CHANNEL SPATIAL COVARIANCE ESTIMATION IN REALISTIC FDD MASSIVE MIMO SYSTEMS

2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP) ◽

10.1109/globalsip.2018.8646487 ◽

2018 ◽

Author(s):

Lorenzo Miretti ◽

Renato L.G. Cavalcante ◽

Slawomir Stanczak

Keyword(s):

Massive Mimo ◽

Mimo Systems ◽

Covariance Estimation ◽

Spatial Covariance

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Off-Grid Aware Spatial Covariance Estimation in mmWave Communications

2019 53rd Asilomar Conference on Signals, Systems, and Computers ◽

10.1109/ieeeconf44664.2019.9049061 ◽

2019 ◽

Author(s):

Chethan Kumar Anjinappa ◽

Ali Cafer Gurbuz ◽

Yavuz Yapici ◽

Ismail Guvenc

Keyword(s):

Covariance Estimation ◽

Spatial Covariance

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Low-rank regularized multi-view inverse-covariance estimation for visual sentiment distribution prediction

Journal of Visual Communication and Image Representation ◽

10.1016/j.jvcir.2018.11.006 ◽

2018 ◽

Vol 57 ◽

pp. 243-252 ◽

Author(s):

Anan Liu ◽

Yingdi Shi ◽

Peiguang Jing ◽

Jing Liu ◽

Yuting Su

Keyword(s):

Covariance Estimation ◽

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