1k citations · 1.6k across the 6 of their papers we have counts for
6 papers
Phase Transitions in Frequency Agile Radar Using Compressed Sensing
Yuhan Li, Tianyao Huang, Xingyu Xu +2
FAR has improved anti-jamming performance over traditional pulse-Doppler radars under complex electromagnetic circumstances. To reconstruct the range-Doppler information in FAR, ma…
Massive MIMO As an Extreme Learning Machine
Dawei Gao, Qinghua Guo, Yonina C. Eldar
This work shows that a massive multiple-input multiple-output (MIMO) system with low-resolution analog-to-digital converters (ADCs) forms a natural extreme learning machine (ELM).…
Joint Transmit Beamforming for Multiuser MIMO Communication and MIMO Radar
Xiang Liu, Tianyao Huang, Nir Shlezinger +3
Future wireless communication systems are expected to explore spectral bands typically used by radar systems, in order to overcome spectrum congestion of traditional communication…
Complex Trainable ISTA for Linear and Nonlinear Inverse Problems
Satoshi Takabe, Tadashi Wadayama, Yonina C. Eldar
Complex-field signal recovery problems from noisy linear/nonlinear measurements appear in many areas of signal processing and wireless communications. In this paper, we propose a t…
GPS Signal Acquisition via Compressive Multichannel Sampling
Xiao Li, Andrea Rueetschi, Yonina C. Eldar +1
In this paper, we propose an efficient acquisition scheme for GPS receivers. It is shown that GPS signals can be effectively sampled and detected using a bank of randomized correla…
Shrinkage Algorithms for MMSE Covariance Estimation
Yilun Chen, Ami Wiesel, Yonina C. Eldar +1
We address covariance estimation in the sense of minimum mean-squared error (MMSE) for Gaussian samples. Specifically, we consider shrinkage methods which are suitable for high dim…