A Survey on XAI for 5G and Beyond Security: Technical Aspects, Challenges and Research Directions
T Senevirathna, VH La, S Marchal… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
With the advent of 5G commercialization, the need for more reliable, faster, and intelligent
telecommunication systems is envisaged for the next generation beyond 5G (B5G) radio …
telecommunication systems is envisaged for the next generation beyond 5G (B5G) radio …
Security risks and countermeasures of adversarial attacks on AI-driven applications in 6G networks: A survey
The advent of sixth-generation (6G) networks is expected to start a new era in mobile
networks, characterized by unprecedented high demands on dense connectivity, ultra …
networks, characterized by unprecedented high demands on dense connectivity, ultra …
Wireless 6g connectivity for massive number of devices and critical services
Compared to the generations up to 4G, whose main focus was on broadband and coverage
aspects, 5G has expanded the scope of wireless cellular systems toward embracing two …
aspects, 5G has expanded the scope of wireless cellular systems toward embracing two …
Sustainable and precision agriculture with the internet of everything (IoE)
The accelerated pace of global population growth underscores the crucial role of the
agricultural sector in mitigating food scarcity, as well as in supporting livelihoods through …
agricultural sector in mitigating food scarcity, as well as in supporting livelihoods through …
Explainable AI in 6G O-RAN: A Tutorial and Survey on Architecture, Use Cases, Challenges, and Future Research
The recent o-ran specifications promote the evolution of ranran architecture by function
disaggregation, adoption of open interfaces, and instantiation of a hierarchical closed-loop …
disaggregation, adoption of open interfaces, and instantiation of a hierarchical closed-loop …
Machine Reasoning in FCAPS: Towards Enhanced Beyond 5G Network Management
A Mekrache, A Ksentini… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
The increasing complexity of telecommunication networks has highlighted the need for
robust network management frameworks. One such framework is FCAPS, which …
robust network management frameworks. One such framework is FCAPS, which …
Event-Triggered Reinforcement Learning Based Joint Resource Allocation for Ultra-Reliable Low-Latency V2X Communications
Future 6G-enabled vehicular networks face the challenge of ensuring ultra-reliable low-
latency communication (URLLC) for delivering safety-critical information in a timely manner …
latency communication (URLLC) for delivering safety-critical information in a timely manner …
Integrating optimization theory with deep learning for wireless network design
Traditional wireless network design relies on optimization algorithms derived from domain-
specific mathematical models, which are often inefficient and unsuitable for dynamic, real …
specific mathematical models, which are often inefficient and unsuitable for dynamic, real …
Towards explainable AI for channel estimation in wireless communications
Research into 6G networks has been initiated to support a variety of critical artificial
intelligence (AI) assisted applications such as autonomous driving. In such applications, AI …
intelligence (AI) assisted applications such as autonomous driving. In such applications, AI …
Explainable AI for enhancing efficiency of DL-based channel estimation
The support of artificial intelligence (AI) based decision-making is a key element in future 6G
networks, where the concept of native AI will be introduced. Moreover, AI is widely employed …
networks, where the concept of native AI will be introduced. Moreover, AI is widely employed …