26 citations · 26 across the 4 of their papers we have counts for
4 papers
Theoretical Linear Convergence of Deep Unfolding Network for Block-Sparse Signal Recovery
Rong Fu, Vincent Monardo, Tianyao Huang +1
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 o…
Block-Sparse Recovery Network for Two-Dimensional Harmonic Retrieval
Rong Fu, Tianyao Huang, Lei Wang +1
As a typical signal processing problem, multidimensional harmonic retrieval (MHR) has been adapted to a wide range of applications in signal processing. Block-sparse signals, whose…
Structured LISTA for Multidimensional Harmonic Retrieval
Rong Fu, Yimin Liu, Tianyao Huang +1
Learned iterative shrinkage thresholding algorithm (LISTA), which adopts deep learning techniques to learn optimal algorithm parameters from labeled training data, can be successfu…
DeepSIC: Deep Soft Interference Cancellation for Multiuser MIMO Detection
Nir Shlezinger, Rong Fu, Yonina C. Eldar
Digital receivers are required to recover the transmitted symbols from their observed channel output. In multiuser multiple-input multiple-output (MIMO) setups, where multiple symb…