… methods fail. Finally, we discuss how deeplearning applies to wirelesscommunication security… In this context, adversarial machinelearning provides novel means to launch and defend …
W Yu, F Sohrabi, T Jiang - IEEE BITS the Information Theory …, 2022 - ieeexplore.ieee.org
… methods may be able to identify better solutions more efficiently. The field of machinelearning for communication … and how machinelearning can benefit wirelesscommunication system …
C Luo, J Ji, Q Wang, X Chen, P Li - IEEE transactions on …, 2018 - ieeexplore.ieee.org
… Our proposed deeplearning framework is to conduct online CSI prediction for 5G wireless communications. In what follows, we describe the architecture of the learning framework and …
H Huang, S Guo, G Gui, Z Yang, J Zhang… - … Communications, 2019 - ieeexplore.ieee.org
… However, we wonder whether there are models for deeplearning-based wireless communication; we believe that general models would facilitate the implementation of such …
… major existing prediction methods in terms of modeling, characterization, complexity, and performance, the emphasis of this chapter moves on to emerging deeplearning (DL)-based …
H Ye, GY Li, BH Juang - IEEE Trans. Cogn. Commun. Netw., 2021 - ieeexplore.ieee.org
… end-to-end learningapproach to address channel estimation issue. In this section, we are going to present the learning based end-to-end communication paradigm for general wireless …
… communication problems is discussed in [13]. Nonetheless, the performance of … machine learningapproaches for physical layer communication but do not address model driven deep …
… data-driven approaches should not replace… deeplearning based on artificial neuralnetworks will be an indispensable tool for the design and operation of future wirelesscommunication …
Y Tian, G Pan, MS Alouini - … Journal of the Communications …, 2020 - ieeexplore.ieee.org
… the designs of wirelesscommunications, especially in … DL-based CV in wireless communications to bring some novel … can be applied in wirelesscommunications, an example of …