QoS-aware cell association in 5G heterogeneous networks with massive MIMO
5G cellular networks aim to improve the connection speed to ensure ultra-low latency (eg, to
support real-time video streaming service) through heterogeneous environments. HetNets …
support real-time video streaming service) through heterogeneous environments. HetNets …
Adaptive resource management strategy in practical multi-radio heterogeneous networks
The ongoing evolution of mobile wireless communications has resulted in the vision of a
multiradio heterogeneous network (HetNet) that comprises cells of different scales controlled …
multiradio heterogeneous network (HetNet) that comprises cells of different scales controlled …
An RL approach to radio resource management in heterogeneous virtual RANs
S Tripathi, C Puligheddu… - 2021 16th Annual …, 2021 - ieeexplore.ieee.org
5G networks are primarily designed to support a wide range of services characterized by
diverse key performance indicators (KPIs). A fundamental component of 5G networks, and a …
diverse key performance indicators (KPIs). A fundamental component of 5G networks, and a …
Multi-agent reinforcement learning for network selection and resource allocation in heterogeneous multi-RAT networks
The rapid production of mobile devices along with the wireless applications boom is
continuing to evolve daily. This motivates the exploitation of wireless spectrum using …
continuing to evolve daily. This motivates the exploitation of wireless spectrum using …
Resource allocation based on Radio Intelligence Controller for Open RAN towards 6G
Q Wang, Y Liu, Y Wang, X Xiong, J Zong, J Wang… - IEEE …, 2023 - ieeexplore.ieee.org
In recent years, the open and standardized interfaces for radio access networks (Open
RAN), promoted by the standard organization O-RAN alliance, demonstrate the potential to …
RAN), promoted by the standard organization O-RAN alliance, demonstrate the potential to …
Sophisticated online learning scheme for green resource allocation in 5G heterogeneous cloud radio access networks
5G is the upcoming evolution for the current cellular networks that aims at satisfying the
future demand for data services. Heterogeneous cloud radio access networks (H-CRANs) …
future demand for data services. Heterogeneous cloud radio access networks (H-CRANs) …
Evolution toward 6G multi-band wireless networks: A resource management perspective
In this article, we first present the vision, key performance indicators, key enabling
techniques (KETs), and services of 6G wireless networks. Then, we highlight a series of …
techniques (KETs), and services of 6G wireless networks. Then, we highlight a series of …
Survey of radio resource management in 5G heterogeneous networks
Radio resource management (RRM) for future fifth-generation (5G) heterogeneous networks
(HetNets) has emerged as a critical area due to the increased density of small-cell networks …
(HetNets) has emerged as a critical area due to the increased density of small-cell networks …
Deep-learning-based wireless resource allocation with application to vehicular networks
It has been a long-held belief that judicious resource allocation is critical to mitigating
interference, improving network efficiency, and ultimately optimizing wireless communication …
interference, improving network efficiency, and ultimately optimizing wireless communication …
Multi-agent reinforcement learning for dynamic resource management in 6G in-X subnetworks
The 6G network enables a subnetwork-wide evolution, resulting in a “network of
subnetworks”. However, due to the dynamic mobility of wireless subnetworks, the data …
subnetworks”. However, due to the dynamic mobility of wireless subnetworks, the data …