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Found 4 papers, 1 papers with code
Theoretical Linear Convergence of Deep Unfolding Network for Block-Sparse Signal Recovery
In this paper, we consider the recovery of the high-dimensional block-sparse signal from a compressed set of measurements, where the non-zero coefficients of the recovered signal occur in a small number of blocks.
Block-Sparse Recovery Network for Two-Dimensional Harmonic Retrieval
As a typical signal processing problem, multidimensional harmonic retrieval (MHR) has been adapted to a wide range of applications in signal processing.
Structured LISTA for Multidimensional Harmonic Retrieval
In this paper, we show that the mutual inhibition matrix of a MHR problem naturally has a Toeplitz structure, which means that the degrees of freedom (DoF) of the matrix can be reduced from a quadratic order to a linear order.
DeepSIC: Deep Soft Interference Cancellation for Multiuser MIMO Detection
In multiuser multiple-input multiple-output (MIMO) setups, where multiple symbols are simultaneously transmitted, accurate symbol detection is challenging.
