Generative adversarial network (GAN) has attracted wide attention because of its remarkable ability to learn highdimensional and complex data distributions based on game …
Beyond fifth-generation (B5G) networks aim to support high data rates, low-latency applications, and massive machine communications. Artificial Intelligence (AI) and Machine …
While the Fifth Generation (5G) network is actively being deployed in most countries to create new possibilities for better lifestyle and economic development, it is a technology that …
C Liu, J Ren, G Yu - 2022 IEEE 95th Vehicular Technology …, 2022 - ieeexplore.ieee.org
The deployment of generative adversarial networks (GANs) in wireless networks faces three key challenges of limited devices' computational capability, scarce communication …
M Kim, M Kang, E Park, S Pack… - 2023 14th International …, 2023 - ieeexplore.ieee.org
Network data generation is crucial in applying deep learning techniques for predicting and managing 5G/6G networks. In this paper, we propose to incorporate IP2Vec in generative …
Generative artificial intelligence (AI), as an emerging paradigm in content generation, has demonstrated its great potentials in creating high-fidelity data including images, texts, and …
J Zhang, L Zhao, K Yu, G Min… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Generative adversarial networks (GANs) have been advancing and gaining tremendous interests from both academia and industry. With the development of wireless technologies, a …
B Hughes, S Bothe, H Farooq… - … conference on computing …, 2019 - ieeexplore.ieee.org
In the wake of diversity of service requirements and increasing push for extreme efficiency, adaptability propelled by machine learning (ML) aka self organizing networks (SON) is …