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eess.SP2019
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:…
eess.SP2019
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,…