803 citations · 3.5k across the 244 of their papers we have counts for
4 papers · 2 filters
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…
Multiscale Wavelet Transfer Entropy with Application to Corticomuscular Coupling Analysis
Zhenghao Guo, Verity M. McClelland, Osvaldo Simeone +2
Objective: Functional coupling between the motor cortex and muscle activity is commonly detected and quantified by cortico-muscular coherence (CMC) or Granger causality (GC) analys…
Collaborative Cloud and Edge Mobile Computing in C-RAN Systems with Minimal End-to-End Latency
Seok-Hwan Park, Seongah Jeong, Jinyeop Na +2
Mobile cloud and edge computing protocols make it possible to offer computationally heavy applications to mobile devices via computational offloading from devices to nearby edge se…
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…