Heterogeneity among distributed edge devices and the limitation of resources may degrade the training efficiency of Federated Edge Learning over 6G-enabled mobile edge computing (MEC) networks. Taking this challenge into account, a novel federated learning scheme is proposed in this paper to accelerate the training process.
6G communication networks must be highly dependable. We take four dependability concepts such as reliability, availability, safety and security, and discuss the dependability of 6G networks. This
article, in summary, provides interesting insights into existing
challenges and advocates future research through highlighting
the most important research directions to make 6G dependable.
This Next G Alliance (NGA) report provides expert recommendations about which technologies will be key to 6G and where further research is needed. Technology without a purpose is just a novelty. In order to understand how 6G will be used, views were gathered from experts in the areas of:
– Applications and Requirements
– Spectrum Perspectives
– Green G Perspectives
– Societal and Economic Needs (SEN)
he research and development community globally has nearly completed the design and specification of architectures, protocols, and mechanisms aimed at fulfilling the diverse and stringent requirements for the realization of a new network generation. It is now crucial that this technology is put into action in real-life trials to validate and demonstrate its value proposition for the vertical industry.
Focussed on India, the book covers a variety of feasible technology options, both wired and wireless, to enable 6G connectivity in rural and remote regions. Along with the enabling technology options, the book also covers important aspects such as human-computer interaction, business models for the local operator ecosystem, regulatory and right-of-way policies, security and privacy, and future challenges related to technology migration, urbanization, and scalability.
This paper aims to depict the roadmap to the Metaverse in terms of communication and networking in 6G, including illustrating the framework of the Metaverse, revealing the strict requirements and challenges for 6G to realize the Metaverse, and discussing the fundamental technologies to be integrated in 6G to drive the implementation of the Metaverse, including intelligent sensing, digital twin (DT), space-air-ground-sea integrated network (SAGSIN), multi-access edging computing (MEC), blockchain, and the involved security issues.
On June 14th a select group of global stakeholders shared their visions to feed into the ITU’s plans for what the next generation of telecoms should look like. While attendance was strictly limited, the presentations shared are available on the meeting website, linked here.
In this paper, we present Áika, a robust system for executing distributed
Artificial Intelligence (AI) applications on the edge. Áika provides engineers and researchers with
several building blocks in the form of Agents, which enable the expression of computation pipelines
and distributed applications with robustness and privacy guarantees.
This work reviews several key
research trends in antennas to fulfil demands for the fifth
generation of communications (5G) and beyond, especially 6G,
and considers novel antenna techniques and designs needed to
increase the smartness of the antenna systems and to provide
improved beamforming and security.