Q Ding, R Zhu, H Liu, M Ma - Electronics, 2021 - mdpi.com
Machinelearning (ML) technology has shown its unique advantages in many fields and has excellent performance in many applications, such as image recognition, speech recognition, …
… to deploying machinelearning predictors in practice for wirelessnetwork optimization and … discussion on machinelearning methods to realistic applications in mobile wirelessnetworks. …
D Adesina, CC Hsieh, YE Sagduyu… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
… communications and adversarial machinelearning, they are … depth discussions of AML in wireless communications. However, … of wireless signal model, the deep neural network and the …
X Liu, Y Liu, Y Chen, L Hanzo - IEEE Transactions on Vehicular …, 2019 - ieeexplore.ieee.org
… , which is based on machinelearning techniques to obtain both the position information of users and the trajectory design of UAVs. First, a multi-agent Q-learning-based placement …
X Liu, Y Liu, Y Chen - IEEE Journal on Selected Areas in …, 2020 - ieeexplore.ieee.org
… , machinelearning (ML) approaches have been invoked in UAV-enabled wirelessnetworks. … Optimizing the precoding matrix by machinelearning algorithms will be considered in our …
… network, which is not scalable for the more practical, congested scenarios. The main contribution of this paper is a novel machinelearning … to provide aerial wireless service to mobile …
… also enables the wirelessnetwork service providers to (i) offer … network edge, (ii) implement application-based traffic steering across the access networks, (iii) enable dynamic network …
L Pajola, L Pasa, M Conti - … on Wireless Security and Machine Learning, 2019 - dl.acm.org
… machinelearning approaches in the wireless area; Section 3: we introduce and summarize state-of-the-art attack on machinelearning … -art adversarial machinelearning over wireless …
… machinelearning approaches in physical layer authentication models increased wireless network … in using machinelearning (ML) and deep learning (DL) approaches for PLA in …