8 citations · 17 across the 12 of their papers we have counts for
7 papers · 1 filter
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…
Transmit Design for Joint MIMO Radar and Multiuser Communications with Transmit Covariance Constraint
Xiang Liu, Tianyao Huang, Yimin Liu
In this paper, we consider the design of a multiple-input multiple-output (MIMO) transmitter which simultaneously functions as a MIMO radar and a base station for downlink multiuse…
FRaC: FMCW-Based Joint Radar-Communications System via Index Modulation
Dingyou Ma, Nir Shlezinger, Tianyao Huang +2
Dual function radar communications (DFRC) systems are attractive technologies for autonomous vehicles, which utilize electromagnetic waves to constantly sense the environment while…
Are We Ready for Unmanned Surface Vehicles in Inland Waterways? The USVInland Multisensor Dataset and Benchmark
Yuwei Cheng, Mengxin Jiang, Jiannan Zhu +1
Unmanned surface vehicles (USVs) have great value with their ability to execute hazardous and time-consuming missions over water surfaces. Recently, USVs for inland waterways have…
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…