covariance matrix estimation Recently Published Documents

Robust Covariance Matrix Estimation in Time Series: A Review

Econometrics and Statistics ◽

10.1016/j.ecosta.2021.12.001 ◽

2021 ◽

Author(s):

Masayuki Hirukawa

Keyword(s):

Time Series ◽

Covariance Matrix ◽

FDA-MIMO radar covariance matrix estimation via shrinkage processing

Digital Signal Processing ◽

10.1016/j.dsp.2021.103206 ◽

2021 ◽

Vol 118 ◽

pp. 103206

Author(s):

Liu Wang ◽

Wen-Qin Wang ◽

Yifu Zhou

Keyword(s):

Covariance Matrix ◽

Mimo Radar ◽

Covariance function versus covariance matrix estimation in efficient semi-parametric regression for longitudinal data analysis

Journal of Multivariate Analysis ◽

10.1016/j.jmva.2021.104900 ◽

2021 ◽

pp. 104900

Author(s):

Shengji Jia ◽

Chunming Zhang ◽

Haoran Lu

Keyword(s):

Data Analysis ◽

Longitudinal Data ◽

Covariance Matrix ◽

Covariance Function ◽

Function Versus ◽

Longitudinal Data Analysis ◽

Parametric Regression ◽

Compressive Covariance Matrix Estimation from a Dual-Dispersive Coded Aperture Spectral Imager

10.1109/icip42928.2021.9506077 ◽

2021 ◽

Author(s):

Jonathan Monsalve ◽

Miguel Marquez ◽

Inaki Esnaola ◽

Henry Arguello

Keyword(s):

Covariance Matrix ◽

Coded Aperture ◽

Matrix Estimation ◽

Spectral Imager

Single Snapshot System for Compressive Covariance Matrix Estimation for Hyperspectral Imaging via Lenslet Array

10.1109/stsiva53688.2021.9592019 ◽

2021 ◽

Author(s):

Geison Blanco ◽

Juan Perez ◽

Jonathan Monsalve ◽

Miguel Marquez ◽

Inaki Esnaola ◽

...

Keyword(s):

Covariance Matrix ◽

Hyperspectral Imaging ◽

Matrix Estimation ◽

Lenslet Array ◽

Single Snapshot

Towards FDD Massive MIMO: Downlink Channel Covariance Matrix Estimation Using Conditional Generative Adversarial Networks

10.1109/pimrc50174.2021.9569379 ◽

2021 ◽

Author(s):

Bitan Banerjee ◽

Robert C. Elliott ◽

Witold A. Krzymien ◽

Hamid Farmanbar

Keyword(s):

Covariance Matrix ◽

Massive Mimo ◽

Generative Adversarial Networks ◽

Matrix Estimation ◽

Adversarial Networks ◽

Mimo Downlink

Deep Learning Based Channel Covariance Matrix Estimation with Scene Images

10.1109/iccc52777.2021.9580233 ◽

2021 ◽

Author(s):

Weihua Xu ◽

Feifei Gao ◽

Jianhua Zhang ◽

Xiaoming Tao ◽

Ahmed Alkhateeb ◽

...

Keyword(s):

Deep Learning ◽

Covariance Matrix ◽

Absolute Eigenvalues-Based Covariance Matrix Estimation for a Sparse Array

10.1109/ssp49050.2021.9513813 ◽

2021 ◽

Author(s):

Kaushallya Adhikari

Keyword(s):

Covariance Matrix ◽

Matrix Estimation ◽

Sparse Array

A generalised eigenvalue reweighting covariance matrix estimation algorithm for airborne STAP radar in complex environment

IET Radar Sonar & Navigation ◽

10.1049/rsn2.12135 ◽

2021 ◽

Author(s):

Hao Xiao ◽

Tong Wang ◽

Cai Wen ◽

Bing Ren

Keyword(s):

Covariance Matrix ◽

Estimation Algorithm ◽

Complex Environment ◽