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Yangqing Li

2 accepted papers

2018

Low-Rank and Joint-Sparse Signal Recovery for Spatially and Temporally Correlated Data Using Sparse Bayesian Learning

ICASSP 2018accepted

In order to meet the demands of data-intensive continuous monitoring in wireless body area network, we address a structured sparse signal recovery method to exploit both spatial and temporal correlations in data using compressive sensing (CS). Using a simultaneously low-rank and joint-sparse (L&S) s…

Cited by 3SourceScholar
2016

An approximate message passing approach for tensor-based seismic data interpolation with randomly missing traces

ICASSP 2016accepted

In this paper, we consider the reconstruction of a high-dimensional seismic volume with randomly missing traces. Seismic data in the frequency-space domain are represented via a high-order tensor. Applying the parallel matrix factorization model to the underlying seismic tensor, we propose an iterat…

Cited by 0SourceScholar