Quality of Experience in 6G Networks: Outlook and Challenges

Taha, Abd‐Elhamid M.

doi:10.3390/jsan10010011

Cited by 21 publications

(24 citation statements)

References 49 publications

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“…6G cellular communication include promising use cases in different areas 86 . We quote for instance multi‐mobility V2X channel models, 87 cybersecurity paradigms, smart physical layer modeling, 88 network slicing and computing convergences, 89 federated machine/deep learning (FML), 90 quality of experience (QoE), 91 blockchains, 92,93 aerial and terrestrial collaboration (ATC), 94 and computational intelligence 95 . In References 96 and 97, the authors highlight further use cases.…”

Section: The Path Towards 6g Networkmentioning

confidence: 99%

6G‐edge support of Internet of Autonomous Vehicles: A survey

Ibn‐Khedher,

Laroui,

Alfaqawi

et al. 2023

Trans Emerging Tel Tech

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With the commercial deployment of 5G mobile communication systems, 6G is proposed to meet the needs of new use cases including connected and autonomous vehicles (CAVs). In this article, we surveyed different 6G embracing technologies such as mobile edge computing, unmanned aerial vehicles, network function virtualization, software defined networking, and artificial intelligence that can enhance the Internet of Autonomous Vehicles (IoAV) network performance comparing to existing 5G enabled solutions. Then, we highlight the convergence path of 6G and IoAV to satisfy the next generation of CAV applications. Further, we propose 6G cellular communication to support the quality of next IoAV applications. Furthermore, the article attempts to study the serious challenges in the 6G‐IoAV research field and propose potential future directions.

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Section: The Path Towards 6g Networkmentioning

confidence: 99%

6G‐edge support of Internet of Autonomous Vehicles: A survey

Ibn‐Khedher,

Laroui,

Alfaqawi

et al. 2023

Trans Emerging Tel Tech

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“…Many researchers [24] consider implementing THz technology and new low‐loss materials and packaging solutions for adequate system performance as the primary objective. Others focus on expanded intelligence, end‐to‐end resource, topology synchronization, and low‐latency support for high‐bandwidth communication because these capabilities make context‐rich cyber‐physical user experiences viable [48]. So, in front of the researchers is to define and identify the role of QoS and QoE in 6G networks, especially regarding network infrastructure management.…”

Section: Related Workmentioning

confidence: 99%

The course on modern 5G/6G networks: A step toward understanding a flexible network core

Vujošević

Bojović

Šuh

et al. 2022

Comp Applic In Engineering

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5G and 6G represent next‐generation communication technologies that provide high spectral and energy efficiency, low latency, and massive connectivity due to extensive growth in Internet‐of‐Things devices. Their impact on the quality of life will be significant and enable them to shape modern society's future. The intensive network softwarization and cloudification represent leading drivers for future core network development. Therefore, educational institutions must respond quickly and ensure these technologies' easy and rapid adoption. It is necessary to introduce new approaches to engineers' education, shifting the focus from traditional network technologies toward more programmable network concepts based on network softwarization and cloudification. Our research goal has been to develop and implement a course while focusing on conceiving technical and pedagogical solutions to provide high‐quality education. We have used globally available APIs, tools, and open‐source software to achieve deeper student involvement in our course. We have evaluated our approach by surveying students at the School of Computing, Union University of Belgrade. The results indicate students' high satisfaction with the proposed course. At the same time, they reveal specific problems that affect the effective acceptance of knowledge from certain areas covered in the course. Finally, we have prepared a list of guidelines for teaching courses of 5G/6G core.

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“…Especially, in the future, such a immersive service is expected to be delivered over sixth generation cellular * Pham Ngoc Nam. Email: nam.pn@vinuni.edu.vn networks which require a more comprehensive and prompt capture of QoE [2].…”

Section: Introductionmentioning

confidence: 99%

Retina-based quality assessment of tile-coded 360-degree videos

Viet¹,

Pham

Truong

et al. 2022

EAI Endorsed Trans Ind Net Intel Syst

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Nowadays, omnidirectional content, which delivers 360-degree views of scenes, is a significant aspect of Virtual Reality systems. While 360 video requires a lot of bandwidth, users only see visible tiles, therefore a large amount of bitrate can be saved without affecting the user’s experience on the service. The fact leads to current video adaptation solutions to filter out superfluous parts and extraneous bandwidth. To form a good basis for these adaptations, it is necessary to understand human’s video quality perception. In our research, we contribute to building an effective omnidirectional video database that can be applied to study the effects of the five zones of the human retina. We also design a new video quality assessment method to analyze the impacts of those zones of a 360 video according to the human retina. The proposed scheme is found to outperform 22 current objective quality measures by 11 to 31% in terms of the PCC parameter.

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Quality of Experience in 6G Networks: Outlook and Challenges

Cited by 21 publications

References 49 publications

6G‐edge support of Internet of Autonomous Vehicles: A survey

6G‐edge support of Internet of Autonomous Vehicles: A survey

The course on modern 5G/6G networks: A step toward understanding a flexible network core

Retina-based quality assessment of tile-coded 360-degree videos

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