Enhancing QoS and RF-EMF Radiation Using RSMA and AI in 6G Networks: A Comprehensive Survey
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Access"
DOI: 10.1109/access.2025.3628914
Abstract: The sixth generation (6G) wireless networks are envisioned to deliver unprecedented levels of connectivity, ultra-reliable low-latency communication (URLLC), and energy efficiency while addressing public concerns about radiofrequency electromagnetic field (RF-EMF) exposure. Rate-Splitting Multiple Access (RSMA)… read more here.
Keywords: survey; qos emf; rsma; access ... See more keywords
Intelligent QoE Management for IoMT Streaming Services in Multiuser Downlink RSMA Networks
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DOI: 10.1109/jiot.2023.3334473
Abstract: The exponential growth of the Internet of Multimedia Things (IoMT) traffic has posed a threat of service quality degradation due to the limitation of current communication, networking, and computing advances in mobile networks. In this… read more here.
Keywords: quality; iomt streaming; multiuser downlink; rsma networks ... See more keywords
LSTM-Based Trajectory and Phase-Shift Prediction for RSMA Networks Assisted by AIRS
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Communications"
DOI: 10.1109/tcomm.2024.3407192
Abstract: This paper investigates rate-splitting multiple access (RSMA) networks with multiusers assisted by aerial intelligent reflecting surfaces (AIRS). To improve the sum-rate of the system, the UAV’s trajectory and phase-shift vectors are optimized, in which the… read more here.
Keywords: phase shift; lstm based; phase; rsma networks ... See more keywords