Low separation rank covariance estimation using Kronecker product expansions

2013 IEEE International Symposium on Information Theory ◽

10.1109/isit.2013.6620417 ◽

2013 ◽

Author(s):

Theodoros Tsiligkaridis ◽

Alfred O. Hero

Keyword(s):

Kronecker Product ◽

Covariance Estimation

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On-line Kronecker Product Structured Covariance Estimation with Riemannian geometry for t-distributed data

10.23919/eusipco54536.2021.9616101 ◽

2021 ◽

Author(s):

Florent Bouchard ◽

Arnaud Breloy ◽

Ammar Mian ◽

Guillaume Ginolhac

Keyword(s):

Riemannian Geometry ◽

Kronecker Product ◽

Covariance Estimation ◽

Distributed Data ◽

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Sparse covariance estimation under Kronecker product structure

2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2012.6288703 ◽

2012 ◽

Author(s):

Theodoros Tsiligkaridis ◽

Alfred O. Hero

Keyword(s):

Kronecker Product ◽

Product Structure ◽

Covariance Estimation

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Robust Kronecker Product PCA for Spatio-Temporal Covariance Estimation

IEEE Transactions on Signal Processing ◽

10.1109/tsp.2015.2472364 ◽

2015 ◽

Vol 63 (23) ◽

pp. 6368-6378 ◽

Author(s):

Kristjan Greenewald ◽

Alfred O. Hero

Keyword(s):

Kronecker Product ◽

Covariance Estimation ◽

Spatio Temporal

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Covariance Estimation in High Dimensions Via Kronecker Product Expansions

IEEE Transactions on Signal Processing ◽

10.1109/tsp.2013.2279355 ◽

2013 ◽

Vol 61 (21) ◽

pp. 5347-5360 ◽

Author(s):

Theodoros Tsiligkaridis ◽

Alfred O. Hero

Keyword(s):

Kronecker Product ◽

Covariance Estimation ◽

High Dimensions

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Gaussian and robust Kronecker product covariance estimation: Existence and uniqueness

Journal of Multivariate Analysis ◽

10.1016/j.jmva.2016.04.001 ◽

2016 ◽

Vol 149 ◽

pp. 92-113 ◽

Author(s):

I. Soloveychik ◽

D. Trushin

Keyword(s):

Existence And Uniqueness ◽

Kronecker Product ◽

Covariance Estimation

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Covariance Estimation for GPS-LiDar Sensor Fusion for UAVs

Proceedings of the 30th International Technical Meeting of The Satellite Division of the Institute of Navigation (ION GNSS+ 2017) ◽

10.33012/2017.15165 ◽

2017 ◽

Author(s):

Akshay Shetty ◽

Grace Xingxin Gao

Keyword(s):

Sensor Fusion ◽

Covariance Estimation

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Controllability And Observability Of Kronecker Product Sylvester System On Time Scales

Mathematical Journal of Interdisciplinary Sciences ◽

10.15415/mjis.2012.11004 ◽

2012 ◽

Vol 1 (1) ◽

pp. 47-56

Author(s):

B V Appa Rao ◽

Rachel Kezia ◽

K A S N V Prasad

Keyword(s):

Time Scales ◽

Kronecker Product ◽

Controllability And Observability

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Structured Robust Covariance Estimation

10.1561/9781680830958 ◽

2015 ◽

Author(s):

Ami Wiesel ◽

Teng Zhang

Keyword(s):

Covariance Estimation

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Semi-Blind Channel Covariance Estimation for MIMO Precoding

IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences ◽

10.1587/transfun.e94.a.833 ◽

2011 ◽

Vol E94-A (2) ◽

pp. 833-837

Author(s):

Mohd Hairi HALMI ◽

Mohd Yusoff ALIAS ◽

Teong Chee CHUAH

Keyword(s):

Covariance Estimation ◽

Blind Channel ◽

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The Brownian bridge E-M algorithm for covariance estimation with missing data

The Journal of Computational Finance ◽

10.21314/jcf.1998.025 ◽

1998 ◽

Vol 2 (2) ◽

pp. 75-100 ◽

Author(s):

William Morokoff

Keyword(s):

Missing Data ◽

Brownian Bridge ◽

Covariance Estimation

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