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Alihan Kaplan

4 accepted papers

2018

On Compressive Sensing of Sparse Covariance Matrices Using Deterministic Sensing Matrices

ICASSP 2018accepted

This paper considers the problem of determining the sparse covariance matrix X of an unknown data vector x by observing the covariance matrix Y of a compressive measurement vector y = Ax. We construct deterministic sensing matrices A for which the recovery of a k-sparse covariance matrix X from m va…

Cited by 0SourceScholar
2018

Permissible Support Patterns for Identifying the Spreading Function of Time-Varying Channels

ICASSP 2018accepted

We study support patterns for covariance matrices that appear in the problem of stochastic time-varying channel identification. The problem reduces to solving a linear system that is associated with a matrix in the form of a Kronecker product of a Gabor system matrix with itself, and therefore solva…

Cited by 0SourceScholar