Security of federated learning in 6G era: A review on conceptual techniques and software platforms used for research and analysis
Federated Learning (FL) is an emerging Artificial Intelligence (AI) paradigm enabling
multiple parties to train a model collaboratively without sharing their data. With the upcoming …
multiple parties to train a model collaboratively without sharing their data. With the upcoming …
Security in Federated Learning Enabled 6g Era: A Review on Conceptual Techniques and Software Platforms Used for Research and Analysis
Federated Learning (FL) is an emerging Artificial Intelligence (AI) paradigm that enables
multiple parties to collaboratively train a model without sharing their data. With the upcoming …
multiple parties to collaboratively train a model without sharing their data. With the upcoming …
Security of 6G enabled vehicle-to-everything communication in emerging federated learning and blockchain technologies
Sixth-generation (6G) communication is emerging as a seamless and massive connection of
almost all digital devices. Vehicles, which are extensively linked with human mobility, must …
almost all digital devices. Vehicles, which are extensively linked with human mobility, must …
Successive Interference Cancellation Approach to Estimated Outage and Coverage Probability for UDN B5G Network
The rapid evolution of wireless communication technologies has led to the emergence of
Ultra-Dense Networks (UDNs) in Beyond 5G (B5G) systems, providing unprecedented …
Ultra-Dense Networks (UDNs) in Beyond 5G (B5G) systems, providing unprecedented …
SLFL: A Server-Less Federated Learning Framework in Software Defined UAV Networks
The unique characteristics of Unmanned Aerial Vehicle (UAV) networks, including limited
resources, dynamic topology, and heterogeneity, pose significant challenges for integration …
resources, dynamic topology, and heterogeneity, pose significant challenges for integration …
Towards Efficient 6G IoT Networks: A Perspective on Resource Optimization Strategies, Challenges, and Future Directions
The next generation (6G) wireless communication technology has super advantages in high
transmission rates scenarios. Internet of Things (IoT) has been applied in recent years due …
transmission rates scenarios. Internet of Things (IoT) has been applied in recent years due …
Success Probability and Spectral Efficiency Estimation Using Successive Interference Cancellation for B5G Network
This research paper investigates the examination of Successive Interference Cancellation
(SIC) implementation within ultra-dense 5G networks. The study focuses on the theoretical …
(SIC) implementation within ultra-dense 5G networks. The study focuses on the theoretical …
Distribution of resources beyond 5G networks with heterogeneous parallel processing and graph optimization algorithms
AO Khadidos, H Manoharan, S Selvarajan… - Cluster …, 2024 - Springer
In this paper, a design model for resource allocation is formulated beyond 5G networks for
effective data allocations in each network nodes. In all networks, data is transmitted only …
effective data allocations in each network nodes. In all networks, data is transmitted only …
Analysis of Multi-tier Heterogeneous Network Using SIC Technique
A Gachhadar, RK Maharjan, S Shrestha… - Journal of The Institution …, 2023 - Springer
Heterogeneous system consists of a node with low power including femto cells, relays and
base stations. Heterogeneous network results in a interference between its network …
base stations. Heterogeneous network results in a interference between its network …
Multi-antenna Arrays Based Massive-MIMO for B5G/6G: State-of-the-Art, Challenges and Future Research Directions
This comprehensive article explores Massive MIMO (M-MIMO) design and its associated
concepts, focusing on the seamless integration requirements for Beyond 5G (B5G) and 6G …
concepts, focusing on the seamless integration requirements for Beyond 5G (B5G) and 6G …