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Changchuan Yin

3 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
2016

Connectivity for overlaid wireless networks with outage constraints

ICASSP 2016accepted

We study the connectivity of overlaid wireless networks where two users can communicate if the signal-to-interference ratio is larger than a threshold subject to an outage constraint. By using percolation theory, we first specify a 2-dimensional connectivity region defined as the set of density pair…

Cited by 0SourceScholar