activity
20102020
most citedAMP-Net: Denoising based Deep Unfolding for Compressive Image Sensing

309 citations · 493 across the 39 of their papers we have counts for

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Showing 2010Show all

12 papers · 1 filter

cs.IT2010

Compressive Direction Finding Based on Amplitude Comparison

Ruiming Yang, Yipeng Liu, Qun Wan +1

This paper exploits recent developments in compressive sensing (CS) to efficiently perform the direction finding via amplitude comprarison. The new method is proposed based on unim…

cs.IT2010

Enhanced Compressive Wideband Frequency Spectrum Sensing for Dynamic Spectrum Access

Yipeng Liu, Qun Wan

Wideband spectrum sensing detects the unused spectrum holes for dynamic spectrum access (DSA). Too high sampling rate is the main problem. Compressive sensing (CS) can reconstruct…

cs.IT2010★ 2 cited

Inter-atom Interference Mitigation for Sparse Signal Reconstruction Using Semi-blindly Weighted Minimum Variance Distortionless Response

Ruiming Yang, Qun Wan, Yipeng Liu +1

The feasibility of sparse signal reconstruction depends heavily on the inter-atom interference of redundant dictionary. In this paper, a semi-blindly weighted minimum variance dist…

cs.IT2010

Anti-measurement Matrix Uncertainty Sparse Signal Recovery for Compressive Sensing

Yipeng Liu, Qun Wan, Fei Wen +2

Compressive sensing (CS) is a technique for estimating a sparse signal from the random measurements and the measurement matrix. Traditional sparse signal recovery methods have seri…

cs.IT2010

A Robust Beamformer Based on Weighted Sparse Constraint

Yipeng Liu, Qun Wan, Xiaoli Chu

Applying a sparse constraint on the beam pattern has been suggested to suppress the sidelobe level of a minimum variance distortionless response (MVDR) beamformer. In this letter,…

cs.IT2010★ 1 cited

Improved OMP Approach to Sparse Multi-path Channel Estimation via Adaptive Inter-atom Interference Mitigation

Ruiming Yang, Qun Wan, Yipeng Liu +1

Since most components of sparse multi-path channel (SMPC) are zero, impulse response of SMPC can be recovered from a short training sequence. Though the ordinary orthogonal matchin…