Results 11 to 20 of about 139,707 (75)

Applications of Explainable AI for 6G: Technical Aspects, Use Cases, and Research Challenges [PDF]

arXiv, 2021
When 5G began its commercialisation journey around 2020, the discussion on the vision of 6G also surfaced. Researchers expect 6G to have higher bandwidth, coverage, reliability, energy efficiency, lower latency, and an integrated "human-centric" network system powered by artificial intelligence (AI).
arxiv  

Exploration and Application of AI in 6G Field [PDF]

arXiv, 2022
The recent upsurge of diversified mobile applications, especially those supported by AI, is spurring heated discussions on the future evolution of wireless communications. While 5G is being deployed around the world, efforts from industry and academia have started to look beyond 5G and conceptualize 6G.
arxiv  

6G Mobile Communication Network: Vision, Challenges and Key Technologies [PDF]

SCIENTIA SINICA Informationis, Volume 49, Issue 8: 963-987(2019), 2019
With the open of the scale-up commercial deployment of 5G network, more and more researchers and related organizations began to consider the next generation of mobile communication system. This article will explore the 6G concept for 2030s. Firstly, this article summarizes the future 6G vision with four keywords: "Intelligent Connectivity", "Deep ...
arxiv   +1 more source

Six Insights into 6G: Orientation and Input for Developing Your Strategic 6G Research Plan [PDF]

arXiv, 2022
This paper is a summary of the findings from a series of workshops which were held by Thinknet 6G and MUENCHNER KREIS in 2021, with the goal to provide orientation and input for developing a strategic 6G research plan. The topics selected for the workshops are aspects of 6G that we expect will have a significant impact on other industries and on ...
arxiv  

On the Road to 6G: Visions, Requirements, Key Technologies and Testbeds [PDF]

arXiv, 2023
Fifth generation (5G) mobile communication systems have entered the stage of commercial development, providing users with new services and improved user experiences as well as offering a host of novel opportunities to various industries. However, 5G still faces many challenges.
arxiv  

Towards a 6G embedding sustainability [PDF]

arXiv, 2023
From its conception, 6G is being designed with a particular focus on sustainability. The general philosophy of the H2020 Hexa-X project work on sustainability in 6G is based on two principles: to reduce direct negative life cycle impacts of 6G systems as much as possible (Sustainable 6G) and to analyze use cases that maximize positive environmental ...
arxiv  

Split Federated Learning for 6G Enabled-Networks: Requirements, Challenges and Future Directions [PDF]

arXiv, 2023
Sixth-generation (6G) networks anticipate intelligently supporting a wide range of smart services and innovative applications. Such a context urges a heavy usage of Machine Learning (ML) techniques, particularly Deep Learning (DL), to foster innovation and ease the deployment of intelligent network functions/operations, which are able to fulfill the ...
arxiv  

Toward 6G Optical Fronthaul: A Survey on Enabling Technologies and Research Perspectives [PDF]

The anticipated launch of the Sixth Generation (6G) of mobile technology by 2030 will mark a significant milestone in the evolution of wireless communication, ushering in a new era with advancements in technology and applications. 6G is expected to deliver ultra-high data rates and almost instantaneous communications, with three-dimensional coverage ...
arxiv   +1 more source

The Roadmap to 6G -- AI Empowered Wireless Networks [PDF]

arXiv, 2019
The recent upsurge of diversified mobile applications, especially those supported by Artificial Intelligence (AI), is spurring heated discussions on the future evolution of wireless communications. While 5G is being deployed around the world, efforts from industry and academia have started to look beyond 5G and conceptualize 6G.
arxiv  

BUPTCMCC-6G-DataAI+: A generative channel dataset for 6G AI air interface research [PDF]

arXiv
In September 2024, Beijing University of Posts and Telecommunications and China Mobile Communications Group jointly releases a channel dataset for the sixth generation (6G) mobile communications, named BUPTCMCC-6G-DataAI+. BUPTCMCC-6G-DataAI+ is the update version of BUPTCMCC-6G-DataAI, which is already published in June 2023, aiming at extending 6G ...
arxiv