Pandora: Automated design and comprehensive evaluation of deep reinforcement learning agents for open ran
The highly heterogeneous ecosystem of Next Generation (NextG) wireless communication
systems calls for novel networking paradigms where functionalities and operations can be …
systems calls for novel networking paradigms where functionalities and operations can be …
xDevSM: Streamlining xApp Development With a Flexible Framework for O-RAN E2 Service Models
RAN Intelligent Controllers (RICs) are programmable platforms that enable data-driven
closed-loop control in the O-RAN architecture. They collect telemetry and data from the RAN …
closed-loop control in the O-RAN architecture. They collect telemetry and data from the RAN …
DRL-based Joint Resource Scheduling of eMBB and URLLC in O-RAN
This work addresses resource allocation challenges in multi-cell wireless systems catering
to enhanced Mobile Broad-band (eMBB) and Ultra-Reliable Low Latency Communications …
to enhanced Mobile Broad-band (eMBB) and Ultra-Reliable Low Latency Communications …
Evolutionary Game Caching Resource Allocation Strategy for 6 G Networks
X Wang, Y Zhang, Z Zhuo, X Li, G Chen… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Network slicing is a key technology in sixth-generation (6G) communication networks.
However, the performance of virtualized nodes sharing cache resources in 6G network …
However, the performance of virtualized nodes sharing cache resources in 6G network …
Resource Management in Multi-Cell Collaborative Transmission for Long-Term URLLC Services
L Shan, Y Wang, Y Cang, F Zhang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Ultra-reliable low-latency communication (URLLC) is a critical type of service that imposes
stringent latency requirements. Considering the random and burst URLLC packets arrival …
stringent latency requirements. Considering the random and burst URLLC packets arrival …
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 …
DLLF-2EN: Energy-Efficient Next Generation Mobile Network With Deep Learning-Based Load Forecasting
The exponential growth of mobile data traffic in next generation networks has led to a
significant increase in energy consumption, posing critical challenges for network operators …
significant increase in energy consumption, posing critical challenges for network operators …
Hierarchical Intelligence Enabled Joint RAN Slicing and MAC Scheduling for SLA Guarantee
Y Jia, C Zhang, N Li, Y Huang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
As a key technology in beyond 5G and future 6G communications, RAN slicing can realize
differentiated service level agreement (SLA) guarantees. In this paper, we investigate the …
differentiated service level agreement (SLA) guarantees. In this paper, we investigate the …
[HTML][HTML] Distributed Resources Allocation Method for Space–Ground Integrated Mobile Communication System
T Zhao, Z Li - Sensors, 2024 - mdpi.com
This paper presents an innovative approach towards space–ground integrated
communication systems by combining terrestrial cellular networks, UAV networks, and …
communication systems by combining terrestrial cellular networks, UAV networks, and …
Network Slicing with Flexible VNF Order: A Branch-and-Bound Approach
Network slicing is a critical feature in 5G and beyond communication systems, enabling the
creation of multiple virtual networks (ie, slices) on a shared physical network infrastructure …
creation of multiple virtual networks (ie, slices) on a shared physical network infrastructure …