Network Slicing Based Learning Techniques for IoV in 5G and Beyond Networks
The effects of transport development on people's lives are diverse, ranging from economy to
tourism, health care, etc. Great progress has been made in this area, which has led to the …
tourism, health care, etc. Great progress has been made in this area, which has led to the …
Risk-Aware Continuous Control with Neural Contextual Bandits
JA Ayala-Romero, A Garcia-Saavedra… - Proceedings of the …, 2024 - ojs.aaai.org
Recent advances in learning techniques have garnered attention for their applicability to a
diverse range of real-world sequential decision-making problems. Yet, many practical …
diverse range of real-world sequential decision-making problems. Yet, many practical …
ORANUS: Latency-tailored Orchestration via Stochastic Network Calculus in 6G O-RAN
The Open Radio Access Network (O-RAN)-compliant solutions lack crucial details to perform
effective control loops at multiple time scales. In this vein, we propose ORANUS, an O-RAN …
effective control loops at multiple time scales. In this vein, we propose ORANUS, an O-RAN …
Rate-Splitting Multiple Access in Cell-Free Massive MIMO-URLLC Systems: Achievable Rate Analysis and Optimization
Rate-splitting multiple access (RSMA) has emerged as a potent paradigm shift in wireless
communications, demonstrating resilience to channel state information (CSI) inaccuracies …
communications, demonstrating resilience to channel state information (CSI) inaccuracies …
Enhancing Vehicular Networks With Hierarchical O-RAN Slicing and Federated DRL
With 5G technology evolving, Open Radio Access Network (O-RAN) solutions are becoming
crucial, especially for handling the diverse Quality of Service (QoS) needs in vehicular …
crucial, especially for handling the diverse Quality of Service (QoS) needs in vehicular …
[HTML][HTML] Deep Reinforcement Learning techniques for dynamic task offloading in the 5G edge-cloud continuum
The integration of new Internet of Things (IoT) applications and services heavily relies on
task offloading to external devices due to the constrained computing and battery resources …
task offloading to external devices due to the constrained computing and battery resources …
Improving Reliability and Throughput in Industrial Internet of Things: Full-Duplex Relaying, Power Allocation, and Rate Adaptation
M Wang, K Chen, Z Chen, T Zhang… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
Emerging applications in industrial Internet of things (IIoT) pursue ultra-reliability, low-
latency, and high data rate. While majority of the industries are in the remote areas …
latency, and high data rate. While majority of the industries are in the remote areas …
Coexistence of Energy-Minimizing URLLC and eMBB in Power IoT Via NOMA-Based Collaborative MEC Heterogeneous Network
X Liu, X Wang, X Zhao, F Du, Y Zhang… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
As the power Internet of Things (PIoT) are widely connected and intelligent, the coexistence
of enhanced mobile broadband (eMBB) and ultra-reliable low-latency communication …
of enhanced mobile broadband (eMBB) and ultra-reliable low-latency communication …
Age-of-Event Aware: Sampling Period Optimization in a Three-Stage Wireless Cyber-Physical System with Diverse Parallelisms
Y Zhang, M Mei, D Yan, X Zhang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
With the emergence of parallel computing systems and distributed time-sensitive
applications, it is urgent to provide statistical guarantees for age of information (AoI) in …
applications, it is urgent to provide statistical guarantees for age of information (AoI) in …
A Flexible Polar Decoding Architecture With Adjustable Latency and Reliability
S Fujiwara, H Ochiai - IEEE Open Journal of the …, 2024 - ieeexplore.ieee.org
Future mobile and wireless communications should support various applications with their
own reliability and latency requirements. Polar codes, adopted in the 5G standard, are …
own reliability and latency requirements. Polar codes, adopted in the 5G standard, are …