Joint optimization of handover control and power allocation based on multi-agent deep reinforcement learning
D Guo, L Tang, X Zhang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In this paper, we study the handover (HO), and power allocation problem in a two-tier
heterogeneous network (HetNet), which consists of a macro base station, and some …
heterogeneous network (HetNet), which consists of a macro base station, and some …
An intelligent route computation approach based on real-time deep learning strategy for software defined communication systems
Software Defined Networking (SDN) is regarded as the next generation paradigm as it
simplifies the structure of the data plane and improves the resource utilization. However, in …
simplifies the structure of the data plane and improves the resource utilization. However, in …
[HTML][HTML] Big data perspective and challenges in next generation networks
With the development towards the next generation cellular networks, ie, 5G, the focus has
shifted towards meeting the higher data rate requirements, potential of micro cells and …
shifted towards meeting the higher data rate requirements, potential of micro cells and …
Dynamic cell association for non-orthogonal multiple-access V2S networks
To meet the growing demand of mobile data traffic in vehicular communications, the vehicle-
to-small-cell (V2S) network has been emerging as a promising vehicle-to-infrastructure …
to-small-cell (V2S) network has been emerging as a promising vehicle-to-infrastructure …
Mobility support in cellular networks: A measurement study on its configurations and implications
In this paper, we conduct the first global-scale measurement study to unveil how 30 mobile
operators manage mobility support in their carrier networks. Using a novel, device-centric …
operators manage mobility support in their carrier networks. Using a novel, device-centric …
Overview of evolutionary algorithms and neural networks for modern mobile communication
The sixth generation (6G) of mobile networks must support the huge growth of mobile
connections and provides various intelligent services in future mobile networks. For that …
connections and provides various intelligent services in future mobile networks. For that …
[HTML][HTML] A multi-objective model-based vertical handoff algorithm for heterogeneous wireless networks
The emergence of 5G communication systems will not replace existing radio access
networks but will gradually merge to form ultra-dense heterogeneous networks. In …
networks but will gradually merge to form ultra-dense heterogeneous networks. In …
SDN-based handover scheme for multi-tier LTE/Femto and D2D networks
M Sadik, N Akkari, G Aldabbagh - Computer Networks, 2018 - Elsevier
Abstract Femto Access Points (FAP) and Device-to-Device (D2D) communications have
recently been considered as potential candidates for 5G network densification and cell-edge …
recently been considered as potential candidates for 5G network densification and cell-edge …
Safe-Passé: Dynamic handoff scheme for provisioning safety-as-a-service in 5G-enabled intelligent transportation system
In this paper, we propose a service handoff scheme, termed as Safe-Passé, for provisioning
Safety-as-a-Service (Safe-aaS) to the end-users in a 5G environment. A Safe-aaS …
Safety-as-a-Service (Safe-aaS) to the end-users in a 5G environment. A Safe-aaS …
Vertical handover decision based on hybrid artificial neural networks in HetNets of 5G
S Kunarak, T Duangchan - 2021 IEEE Region 10 Symposium …, 2021 - ieeexplore.ieee.org
The vertical handover process is the most significant in the heterogeneous wireless
networks for fifth generation (5G). The main goal of 5G mobile communication systems is to …
networks for fifth generation (5G). The main goal of 5G mobile communication systems is to …