J Xu, B Ai, TQS Quek - IEEE Transactions on Wireless …, 2022 - ieeexplore.ieee.org
… relay (MR) to suppress the interference as well as jamming in HSR … network capacity against the interference, we formulate an … of deep reinforcement learning (DRL), we propose a deep …
Y Chen, H Shan, H Wei - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
… reconstruction algorithm in the traditional interferencesuppression requires high accuracy … the interferencesuppression of communication signals combined with the deeplearning U-…
J Wang - Journal of Computational Methods in Sciences and …, 2022 - content.iospress.com
… uses the convolutional neural network in the deeplearning method to identify the interference signal [8]. This method can speed up the network learning speed and avoid signal loss, …
X Dong, Y Li, T Zhong, N Wu… - IEEE Geoscience and …, 2020 - ieeexplore.ieee.org
… To suppress the seismic background noise, experts have … Also, we have tried to suppress the random and coherent … be an effective tool for the suppression of seismic background noise […
… mic and computational capabilities, deeplearning provides an alternative to wireless communication tasks including the physical layer design by learning from and adapting to rich …
D Cai, K Yang, X Liu, J Xu, Y Ran, Y Xu… - Computer Methods and …, 2024 - Elsevier
… the use of a deeplearning (DL) solution, specifically a diffusion implicit model, to suppress the HIFU interference. We considered the images contaminated with HIFU interference as low-…
DH Park, GH Park, JH Park, JH Bang… - … on Aerospace and …, 2023 - ieeexplore.ieee.org
… suppressinginterference components using a deeplearning … capable of effectively suppressinginterference in the RD … data proved that the deeplearning-based method exhibited …
T Zhong, M Cheng, S Lu, X Dong… - IEEE Geoscience and …, 2021 - ieeexplore.ieee.org
… In general, the authenticity of the training dataset greatly determines the denoising performance for deeplearning methods. Here, the training dataset for RCEN is composed of a signal …
H Zhang, S Wei, M Wang, Y Hu, J Shi… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
… deeplearning techniques to automatically learn the hyperparameters in the CS-based method to accurately suppressinterference … input-to-output interference datasets, and even when …