Explainable AI for 6G Use Cases: Technical Aspects and Research Challenges

S Wang, MA Qureshi… - IEEE Open Journal …, 2024 - ieeexplore.ieee.org
Around 2020, 5G began its commercialization journey, and discussions about the next-
generation networks (such as 6G) emerged. Researchers predict that 6G networks will have …

An Efficient Feature Extraction Method for Attack Classification in IoT Networks

PH Do, TD Dinh, DT Le, L Myrova… - … Congress on Ultra …, 2021 - ieeexplore.ieee.org
Numerous attacks on the Internet of Things (IoTs) necessitate detection and prevention
technologies, such as Intrusion Detection Systems (IDSs). Anomaly detection is a time …

Optimized provisioning technique of future services with different QoS requirements in multi-access edge computing

JB Ssemakula, JL Gorricho, G Kibalya… - Computer …, 2024 - Elsevier
With the present trend towards the use of microservices instead of monolithic software, future
applications with diverse computational and delay-sensitive requirements, such as virtual …

Study on Zero-Trust Architecture, Application Areas & Challenges of 6G Technology in Future

R Singh, G Srivastav, R Kashyap… - 2023 International …, 2023 - ieeexplore.ieee.org
Intelligent network orchestration and management are crucial components of the 6G
network. Therefore, machine learning and artificial intelligence play a big part in the 6G …

Evaluating the Quality of Experience Performance Metric for UAV-Based Networks

A Khakimov, E Mokrov, D Poluektov, K Samouylov… - Sensors, 2021 - mdpi.com
In this work, we consider a UAV-assisted cell in a single user scenario. We consider the
Quality of Experience (QoE) performance metric calculating it as a function of the packet loss …

Towards Natively Intelligent Semantic Communications and Networking

SE Trevlakis, N Pappas… - IEEE Open Journal of …, 2024 - ieeexplore.ieee.org
As the process of envisioning, researching, and strategizing for 6G communications has
commenced, we present our vision on the role of semantic communications (SemCom) in …

A Contemporary Survey on 6G Wireless Networks: Potentials, Recent Advances, Technical Challenges and Future Trends

SAH Mohsan, Y Li - arXiv preprint arXiv:2306.08265, 2023 - arxiv.org
Smart services based on Internet of everything (IoE) are prophesied to reap notable
attention by both academia and industry in the future. Although fifth-generation (5G) is a …

[PDF][PDF] Unleashing the potential of networked tethered flying platforms for B5G/6G: Prospects, challenges, and applications

BEY Belmekki, MS Alouini - arXiv preprint arXiv:2010.13509, 2020 - researchgate.net
Researchers are currently speculating about what the role of beyond fifth-generation (B5G)
or sixth generation (6G) wireless systems will be. Several use cases and applications are …

Augmentation of terahertz communication in 6G and its dependency for future state-of-the-art technology

S Sivaramakrishnan, CR Rathish… - Challenges and risks …, 2022 - igi-global.com
The communication technology has taken a long journey starting from telegraphy to high-
definition video transmission and moving toward the high-density hologram. It is noticed that …

Future networks 2030: challenges in intelligent transportation systems

MD Pop, J Pandey, V Ramasamy - 2020 8th International …, 2020 - ieeexplore.ieee.org
Many cities around the world implement the Intelligent Transportation Systems (ITS) concept
to reduce road traffic congestion. This concept implies the usage of Internet of Things (IoT) …