7 citations · 23 across the 35 of their papers we have counts for
4 papers · 1 filter
A Study of Neural Polar Decoders for Communication
Rom Hirsch, Ziv Aharoni, Henry D. Pfister +1
In this paper, we adapt and analyze Neural Polar Decoders (NPDs) for end-to-end communication systems. While prior work demonstrated the effectiveness of NPDs on synthetic channels…
Low PAPR MIMO-OFDM Design Based on Convolutional Autoencoder
Yara Huleihel, Haim H. Permuter
An enhanced framework for peak-to-average power ratio () reduction and waveform design for Multiple-Input-Multiple-Output () orthogonal frequency-divi…
Neural Network-Based DOA Estimation in the Presence of Non-Gaussian Interference
Stefan Feintuch, Joseph Tabrikian, Igal Bilik +1
This work addresses the problem of direction-of-arrival (DOA) estimation in the presence of non-Gaussian, heavy-tailed, and spatially-colored interference. Conventionally, the inte…
Neural Network-Based Multi-Target Detection within Correlated Heavy-Tailed Clutter
Stefan Feintuch, Haim H. Permuter, Igal Bilik +1
This work addresses the problem of range-Doppler multiple target detection in a radar system in the presence of slow-time correlated and heavy-tailed distributed clutter. Conventio…