658 citations · 1.6k across the 25 of their papers we have counts for
26 papers
Fast Data-Driven Adaptation of Radar Detection via Meta-Learning
Wei Jiang, Alexander M. Haimovich, Mark Govoni +2
This paper addresses the problem of fast learning of radar detectors with a limited amount of training data. In current data-driven approaches for radar detection, re-training is g…
Joint Design of Radar Waveform and Detector via End-to-end Learning with Waveform Constraints
Wei Jiang, Alexander M. Haimovich, Osvaldo Simeone
The problem of data-driven joint design of transmitted waveform and detector in a radar system is addressed in this paper. We propose two novel learning-based approaches to wavefor…
End-to-end Learning of Waveform Generation and Detection for Radar Systems
Wei Jiang, Alexander M. Haimovich, Osvaldo Simeone
An end-to-end learning approach is proposed for the joint design of transmitted waveform and detector in a radar system. Detector and transmitted waveform are trained alternately:…
Blind Sparse Estimation of Intermittent Sources over Unknown Fading Channels
Annan Dong, Osvaldo Simeone, Alexander Haimovich +1
Radio frequency sources are observed at a fusion center via sensor measurements made over slow flat-fading channels. The number of sources may be larger than the number of sensors,…
SUMMeR: Sub-Nyquist MIMO Radar
David Cohen, Deborah Cohen, Yonina C. Eldar +1
Multiple input multiple output (MIMO) radar exhibits several advantages with respect to traditional radar array systems in terms of flexibility and performance. However, MIMO radar…
Direct Localization for Massive MIMO
Nil Garcia, Henk Wymeersch, Erik G. Larsson +2
Large-scale MIMO systems are well known for their advantages in communications, but they also have the potential for providing very accurate localization thanks to their high angul…