In the wake of network densification and multi-band operation in emerging cellular networks, mobility and handover management is becoming a major bottleneck. The problem is further …
The ever-growing data rate demand from cellular users increases the associated power consumption that directly contributes to the global warming of the environment. Also …
I Panitsas, A Mudvari, A Maatouk… - arXiv preprint arXiv …, 2024 - arxiv.org
Next-generation cellular networks will evolve into more complex and virtualized systems, employing machine learning for enhanced optimization and leveraging higher frequency …
R Zhohov, A Palaios, H Rydén… - 2021 IEEE 93rd …, 2021 - ieeexplore.ieee.org
We present a Machine Learning (ML) use-case for reducing latency in wireless networks, by replacing some of the traditional and time-consuming procedures. The proposed method …
MN Hindia, AW Reza… - The Scientific World …, 2014 - Wiley Online Library
Nowadays, one of the most important challenges in heterogeneous networks is the connection consistency between the mobile station and the base stations. Furthermore …
T Elmahdy, AF Bendary - 2021 International Symposium on …, 2021 - ieeexplore.ieee.org
This paper displays a novel technique that allows tuning and predicting better values for A3 offset handover parameter for both inter-frequency and intra-frequency. The proposed work …
N Uniyal, A Bravalheri, X Vasilakos… - 2021 IEEE Global …, 2021 - ieeexplore.ieee.org
Ultra-reliable low-latency communication (URLLC) services are intrinsically challenging to deliver, with many 5G and future services, including mobile game streaming, adding further …
Although the 5G New Radio standard empowers the mobile communication networks with diverse technologies such as Massive MIMO, mmWave deployments, and much more, some …
C Svahn, O Sysoev, M Cirkic… - 2019 IEEE 89th …, 2019 - ieeexplore.ieee.org
Radio resource management in cellular networks is typically based on device measurements reported to the serving base station. Frequent measuring of signal quality on …