4 papers
iSMART: An Iterative Sampling-and-Regression Technique for Solving Martingale-Based PDEs
Tiejun Li, Xiaoguang Li, Fugui Ma
We propose the {\bf i}terative {\bf S}a{\bf M}pling-{\bf A}nd-{\bf R}egression {\bf T}echnique (iSMART) for high-dimensional martingale-based partial differential equations (PDEs)…
Alternating Subspace Method for Sparse Recovery of Signals
Xu Zhu, Yufei Ma, Xiaoguang Li +1
This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible. Numerous renow…
Quasi-Newton OMP Approach for Super-Resolution Channel Estimation and Extrapolation
Yi Zeng, Mingguang Han, Xiaoguang Li +1
Channel estimation and extrapolation are fundamental issues in MIMO communication systems. In this paper, we proposed the quasi-Newton orthogonal matching pursuit (QNOMP) approach…
DMRA: An Adaptive Line Spectrum Estimation Method through Dynamical Multi-Resolution of Atoms
Mingguang Han, Yi Zeng, Xiaoguang Li +1
We proposed a novel dense line spectrum super-resolution algorithm, the DMRA, that leverages dynamical multi-resolution of atoms technique to address the limitation of traditional…