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When Wireless Communications Meet Computer Vision in Beyond 5G [article]

Takayuki Nishio, Yusuke Koda, Jihong Park, Mehdi Bennis, Klaus Doppler
2020 arXiv   pre-print
This article articulates the emerging paradigm, sitting at the confluence of computer vision and wireless communication, to enable beyond-5G/6G mission-critical applications (autonomous/remote-controlled  ...  First, drawing on recent advances in machine learning and the availability of non-RF data, vision-aided wireless networks are shown to significantly enhance the reliability of wireless communication without  ...  CONCLUSIONS This article outlined the vision of fusing computer vision and wireless communication to spearhead the next generation of URLLC toward beyond-5G/6G mission-critical applications.  ... 
arXiv:2010.06188v1 fatcat:jyxrdnnjyfhb3dzumcordkdfte

New Considerations for 5G Wireless Systems [From the Guest Editors]

Anwer Al-Dulaimi, Rose Qingyang Hu
2018 IEEE Vehicular Technology Magazine  
This vision will help researchers fill in the gaps of wireless-system development and meet the goal of establishing a new network that can boost the digital economy and engage the evolution of technology  ...  It is the network slicing and service-based scenarios that drive 5G developers to expand their visions and look beyond the radio access network (RAN) to the 5G core network (5GC).  ...  scenarios that drive 5G developers to expand their visions and look beyond the radio access network to the 5G core network.  ... 
doi:10.1109/mvt.2018.2813532 fatcat:d4v3ejdzgbbd5m7mwzbgcoa2k4

Vision, Requirements, and Technology Trend of 6G: How to Tackle the Challenges of System Coverage, Capacity,User Data-Rate and Movement Speed [article]

Shanzhi Chen, Ying-Chang Liang, Shaohui Sun, Shaoli Kang, Wenchi Cheng, Mugen Peng
2020 arXiv   pre-print
In this article, a comprehensive discussion of 6G is given based on the review of 5G developments, covering visions and requirements, technology trends and challenges, aiming at tackling the challenge  ...  Since 5G new radio comes with non-standalone (NSA) and standalone (SA) versions in 3GPP, research on 6G has been on schedule by academics and industries.  ...  Yan Shi and Ms Yadan Zheng from Beijing University of Post Telecommunication for their help in preparing related materials, and Prof.  ... 
arXiv:2002.04929v1 fatcat:llpcrwawincnrfzlishpvkxlha

D6.1 Dissemination and Communication Plan

Maria Barros Weiss, Halid Hrasnica, Angeliki Alexiou
2020 Zenodo  
The objective of this deliverable is to create a plan which will be the basis for dissemination, communication and impact creation activities.  ...  The deliverable also presents the website, which was set up at the start of the project and will be the main communication channel.  ...  Wireless Communications & Mobile Computing).  ... 
doi:10.5281/zenodo.5720335 fatcat:a5ctjuk6onejxjeyvng7p6etl4

EMPOWER Strategy Document and Collaboration Roadmap v1

Serge Fdida, ANTONIO DE LA OLIVA DELGADO, Alain Mourad, Raymond Knopp
2020 Zenodo  
This document focuses on the definition of the key challenges to overcome for a fruitful collaboration and a deep analysis of the different actors involved in the research on advance wireless communication  ...  The next update of the EMPOWER Strategy Document and Collaboration Roadmap is scheduled at M28, in February 2021.  ...  Wireless Platforms in 5G and beyond 5G technologies.  ... 
doi:10.5281/zenodo.6012739 fatcat:gforr6uhwbgzlhv2an3vsyqkme

A Vision of 6G Wireless Systems: Applications, Trends, Technologies, and Open Research Problems [article]

Walid Saad, Mehdi Bennis, Mingzhe Chen
2019 arXiv   pre-print
In this paper, we present a holistic, forward-looking vision that defines the tenets of a 6G system.  ...  These 5G drawbacks are currently spurring worldwide activities focused on defining the next-generation 6G wireless system that can truly integrate far-reaching applications ranging from autonomous systems  ...  As shown in Table I , collectively, these trends impose new performance targets and requirements on next-generation wireless systems that will be met in two stages: a) A major beyond 5G evolution and  ... 
arXiv:1902.10265v2 fatcat:lexwo4epevdenoojeax2sang2e

Approaching the Development of 6G mobile wireless networks

O.O. Shoewu
2020 Zenodo  
This paper presents a nearby review of wireless advancement towards 6G systems after that we try to tell the expectation of future wireless communication style in 2030, when the 6G will start.  ...  Wireless technology FG (Future generation) mobile communications will have higher data transmission rates in 6G and. 7G.  ...  -Beyond 5G: The Roadmap to 6G and beyond‖, https://www.cablefree.net/wireless-technology/4g-lte beyond-5g-roadmap-6g-beyond/, Posted Jul 4, 2017Jan 18, 2018. 30.  ... 
doi:10.5281/zenodo.3830531 fatcat:hduyhw4cxndqjbjy5bdi57ggvm

Machine Learning Techniques for 5G and Beyond

Jasneet Kaur, M. Arif Khan, Mohsin Iftikhar, Muhammad Imran, Qazi Emad Ul Haq
2021 IEEE Access  
Kaur et al.: Machine Learning Techniques for 5G and Beyond the network can meet the rising demands of low latency and reduction in consumption of energy [1], [9], [10].  ...  Academics and industries are already discussing beyond 5G wireless systems which will be sixth generation (6G) of the evolution.  ...  ACKNOWLEDGMENT The authors would like to thanks for the support provided by the School of Computing and Mathematics at Charles Sturt University, Australia, to conduct this research.  ... 
doi:10.1109/access.2021.3051557 fatcat:hh6twvdiarh3hkepzxg3wwzrgm

Guest Editorial: Ultra-Low-Latency and Reliable Communications for 6G Networks

Shahid Mumtaz, Varun G Menon, Muhammad Ikram Ashraf
2021 IEEE Communications Standards Magazine  
In "Several Key Technologies for 6G: Challenges and Opportunities" Ji et al. present a survey that compares the system performance between 5G and 6G, and further discuss the rapid increase in wireless  ...  edge computing.  ...  In the article "When Wireless Communications Meet Computer Vision in Beyond 5G" Nishio et al. mention that with the recent advances in machine learning and the availability of non-radio-frequency (RF)  ... 
doi:10.1109/mcomstd.2021.9464926 fatcat:kb7lxajol5hcveauxgn5fm3qna

Evolution of Wireless Communication to 6G: Potential Applications and Research Directions

Muhammad Zeeshan Asghar, Shafique Ahmed Memon, Jyri Hämäläinen
2022 Sustainability  
This study intends to see the world beyond 5G with the transition to 6G assuming the lead as future wireless communication technology.  ...  However, B5G is viewed as a turning point that will fundamentally transform existing global trends in wireless communication practices as well as in the lives of masses.  ...  Thus, new technology solutions are being explored to meet the requirements of 'beyond 5G era'.  ... 
doi:10.3390/su14106356 fatcat:uh5hg5jzljcwbm4ygesghgfbhq

The 5G Era : Vision, Challenges and Beyond

Saicloni Sahu, Asish Rath, Shubhalaxmi Mohapatra
2022 IJARCCE  
The advancements in fifth-generation (5G) wireless networking would offer various possibilities for distributing higher speeds and reduced latency, resulting in increased remote execution capability, a  ...  In this paper, we have discussed the principle of 5G technology, potential benefits, and various obstacles that the technology would face in order to deliver an effective and reliable wireless network  ...  of Wireless Communication (4G).  ... 
doi:10.17148/ijarcce.2022.114104 fatcat:yztsvu5ojjcf5e3ipr4llnq7tu

2020 VT Year End Index

2020 IEEE Vehicular Technology Magazine  
., +, MVT Sept. 2020 40-50 When Machine Learning Meets Big Data: A Wireless Communication Per- spective.  ...  ., +, MVT June 2020 104-112 When Machine Learning Meets Big Data: A Wireless Communication Per- spective.  ...  H Handover Prediction-Based Conditional Handover for 5G mm-Wave Networks: A Deep-Learning Approach. Lee, C., +,  ... 
doi:10.1109/mvt.2020.3042426 fatcat:ehwwig4xdbcfhnj4c3yoeuwal4

New Trends and Advancement in Next Generation Mobile Wireless Communication (6G): A Survey

Sher Ali, Muhammad Sohail, Syed Bilal Hussain Shah, Deepika Koundal, Muhammad Abul Hassan, Asrin Abdollahi, Inam Ullah Khan, Abdul Basit
2021 Wireless Communications and Mobile Computing  
As the commercial implementations of 5G networks have been initiated in different regions of the world, the focus of the researchers is bending towards the next generation of wireless communication.  ...  This research study intends to investigate the requisites of the fast establishment of the theoretical and practical measures for sixth generation (6G) wireless communication.  ...  Wireless Communications and Mobile Computing  ... 
doi:10.1155/2021/9614520 fatcat:44x65xfcuzfobed3g64woohc44

6G: Connectivity in the Era of Distributed Intelligence [article]

Shilpa Talwar, Nageen Himayat, Hosein Nikopour, Feng Xue, Geng Wu, Vida Ilderem
2021 arXiv   pre-print
The confluence of 5G and AI is transforming wireless networks to deliver diverse services at the Edge, driving towards a vision of pervasive distributed intelligence.  ...  Future 6G networks will need to deliver quality of experience through seamless integration of communication, computation and AI.  ...  We also acknowledge Intel-NSF collaborations in funding US research [4, 10, 15] .  ... 
arXiv:2110.07052v2 fatcat:j53bpyrmdbe7nfkhkrnxwhxjxm

Toward 6G: From New Hardware Design to Wireless Semantic and Goal-Oriented Communication Paradigms [article]

Emilio Calvanese Strinati, Didier Belot, Alexis Falempin, Jean-Baptiste Doré
2021 arXiv   pre-print
Third, we suggest a paradigm shift towards goal-oriented and semantic communications, in which a totally new opportunity of joint design of hardware, artificial intelligence and effective communication  ...  The proposed vision is consolidated by our recent results on hardware, technology and machine learning performance.  ...  These processes satisfy Fmax request for Beyond 5G 2025 Roadmap.  ... 
arXiv:2107.01019v1 fatcat:k76ah6hzhzerpovtjngi7ze56e
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