… state-of-the-art in deeplearning-based interference suppression. Specifically, we review a … that have used deeplearning to suppress interference by learninginterference characteristics …
… can be achieved by using deeplearning to produce an image… of view obtained by spatial light interference microscopy (SLIM), … ) around 30 and a Pearson correlation coefficient of 0.79. …
K He, Z Wang, D Li, F Zhu, L Fan - Physical Communication, 2020 - Elsevier
… a generic deeplearning based iterative detection framework in [34], which can help to improve the detection performance of the conventional detectors under the correlatedinterference …
P Ramezanpour, MJ Rezaei… - IET Signal Processing, 2020 - Wiley Online Library
… of interferences. As a result, the SINR can be significantly improved even in the presence of interferences … and beamforming reduces interferences such as self-interference in which the …
… co-channel interference was … deep-learning (DL)-based enhanced inter-cell interference coordination (eICIC) and further enhanced ICIC (FeICIC) strategies to deal with the interference …
A Vafaei Sadr, BA Bassett, N Oozeer… - Monthly Notices of …, 2020 - academic.oup.com
… Our results strongly suggest that deeplearning on simulations, boosted by transfer learning … Exploring the best way to remove post-correlation data significantly contaminated by RFI is …
In this paper, we develop a framework for an autoencoder based transmission strategy for achieving distributed interference alignment and optimal power allocation in a multiuser …
Q Zheng, P Zhao, Y Li, H Wang, Y Yang - Neural Computing and …, 2021 - Springer
… and learn surrounding environments and make corresponding decisions. In this paper, we … a spectrum interference-based two-level data augmentation method in deeplearning for …
T Xu, T Xu, I Darwazeh - 2018 Progress in Electromagnetics …, 2018 - ieeexplore.ieee.org
… of deeplearning and non-orthogonal SEFDM signals. Simulations in this work show that deep neural networks (DNN) can mitigate interference … The results also clarify the correlation …