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Next Generation Intelligent Communications and Networks

Topic Information

Dear Colleagues,

As a response to the spectrum scarcity caused by the aggressive proliferation of wireless devices and quality-of-service (QoS) and quality-of-experience (QoE) hungry services, which are expected to support a broad range of diverse multi-scale and multi-environment applications, sixth-generation (6G) wireless networks have adopted higher frequency bands, such as the millimenter wave, the terahertz (THz) and the optical band. High-frequency wireless communications are recognized as a technological enabler of a varied set of use cases, from in-body nano-scale networks to indoor and outdoor wireless personal/local area and fronthaul/backhaul networks. Nano-scale applications require compact transceiver designs and self-organized ad hoc network topologies. On the other hand, macro-scale applications demand flexibility, sustainability, adaptability and security in an ever-changing heterogeneous environment. Moreover, the ability to support a high data rate of up to 1 Tb/s and energy-efficient massive connectivity are only some of the key demands. To address the aforementioned requirements, artificial intelligence (AI), in combination with novel structures capable of altering the wireless environment, have been regarded as complementary pillars to 6G wireless THz systems. AI is expected to enable a series of new features in next-generation networks, including, but not limited to: self-aggregation, context awareness, self-configuration and opportunistic deployment. In addition, integrating AI in wireless networks is predicted to bring about a revolutionary transformation of conventional cognitive radio systems into intelligent platforms by unlocking the full potential of radio signals and exploiting new degrees of freedom. Considering this context, this Special Issue aims to present papers investigating AI-empowered and/or -enabled next-generation wireless systems and networks. Potential topics include, but are not limited to, the following:

  • Identification of communication systems and networks requirements that call for the use of AI approaches.
  • AI-enabled architectures with an emphasis on open radio-access networks, SD fabric and verticals, such as agriculture, self-driving vehicles, automation, industry 4.0, etc.
  • Semantic and task-oriented communications beyond Shannon performance.
  • Topics related to AI-empowered physical layers, such as: machine learning channel modeling and/or estimation approaches based on point cloud ray tracing algorithms or similar schemes, as well as channel prediction, involving reconfigurable-intelligent-surface-enabled wireless systems; modulation recognition and signal detection in complex wireless environments; and analog, digital, hybrid and reconfigurable intelligent surface (RIS) beamforming design.
  • Medium and multiple access control: 3D radio resource management, channel allocation, power management, blockage avoidance schemes, localization approaches, pro-active and predictive mobility management, intelligent routing, etc.
  • Novel AI deployment schemes for next-generation networks.

Dr. Alexandros-Apostolos Boulogeorgos
Dr. Panagiotis Sarigiannidis
Dr. Thomas Lagkas
Prof. Dr. Vasileios Argyriou
Prof. Dr. Pantelis Angelidis
Topic Editors

Keywords

  • artificial intelligence
  • explainable AI
  • federated learning
  • machine learning
  • medium and multiple access control
  • physical layer
  • radio resource management
  • reinforcement learning
  • transfer learning
  • semantic communications

Participating Journals

Applied Sciences
Open Access
81,070 Articles
Launched in 2011
2.5Impact Factor
5.5CiteScore
20 DaysMedian Time to First Decision
Q2Highest JCR Category Ranking
Digital
Open Access
171 Articles
Launched in 2021
-Impact Factor
4.8CiteScore
34 DaysMedian Time to First Decision
-Highest JCR Category Ranking
Electronics
Open Access
26,084 Articles
Launched in 2012
2.6Impact Factor
6.1CiteScore
17 DaysMedian Time to First Decision
Q2Highest JCR Category Ranking
Sensors
Open Access
73,366 Articles
Launched in 2001
3.5Impact Factor
8.2CiteScore
20 DaysMedian Time to First Decision
Q2Highest JCR Category Ranking
Telecom
Open Access
268 Articles
Launched in 2020
2.4Impact Factor
5.4CiteScore
26 DaysMedian Time to First Decision
Q3Highest JCR Category Ranking

Published Papers