[HTML][HTML] Deep Reinforcement Learning for QoS provisioning at the MAC layer: A Survey

M Abbasi, A Shahraki, MJ Piran, A Taherkordi - Engineering Applications of …, 2021 - Elsevier
Abstract Quality of Service (QoS) provisioning is based on various network management
techniques including resource management and medium access control (MAC). Various …

Beam-based mobility management in 5G millimetre wave V2X communications: A survey and outlook

A Kose, H Lee, CH Foh… - IEEE open journal of …, 2021 - ieeexplore.ieee.org
It is envisaged that 5G can enable many vehicular use cases that require high capacity, ultra-
low latency and high reliability. To support this, 5G proposes the use of dense small cells …

Intelligent multi-connectivity based energy-efficient framework for smart city

B Priya, J Malhotra - Journal of Network and Systems Management, 2023 - Springer
Smart city enhances the intelligence and sustainability of the city assets through advanced
and diversified applications characterised by specific Quality of Service requirements. To …

5GhNet: an intelligent QoE aware RAT selection framework for 5G-enabled healthcare network

B Priya, J Malhotra - Journal of Ambient Intelligence and Humanized …, 2023 - Springer
The COVID-19 outbreak has stimulated the digital transformation of antiquated healthcare
system to a smart hospital, enabling the personalised and remote healthcare services. To …

iRSL: Intelligent RAT selection framework for beyond 5G networks

B Priya, J Malhotra - Multimedia Tools and Applications, 2024 - Springer
Future networks are shifting towards more diversified and exemplary applications for
societal benefits. To realise the functionalities of these advanced applications and services …

An intelligent handover mechanism based on MOS predictions for real-time video conference services in mobile networks

TH Lee, LH Chang, YS Chan - Applied Sciences, 2022 - mdpi.com
In mobile networks, handover mechanisms provide fast and smooth access service for
mobile users. However, one of the main challenges in mobile networks is the handover …

5g enabled vanet: Enhancing the capabilities of vehicular communication network

R Singh, D Saluja, S Kumar - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
Vehicular communication requires low latency, high speed and ultra-reliable transmission.
However, the increase in popularity of connected vehicles, as well as rapid change in …

[PDF][PDF] 考虑负载均衡和用户体验的垂直切换算法

马彬, 钟世林, 谢显中, 陈鑫 - 电子与信息学报, 2022 - jeit.ac.cn
在超密集异构无线网络中, 针对城区交通高峰期, 大规模车载终端短时间聚集性移动引起的网络
拥塞问题, 该文提出一种考虑负载均衡和用户体验(LBUE) 的垂直切换算法. 首先 …

State Aware‐Based Prioritized Experience Replay for Handover Decision in 5G Ultradense Networks

DF Wu, C Huang, Y Yin, S Huang… - Wireless …, 2022 - Wiley Online Library
The traditional handover decision methods depend on the handover threshold and
measurement reports, which cannot efficiently resolve the frequent handover issue and ping …

iMnet: Intelligent RAT Selection Framework for 5G Enabled IoMT Network

B Priya, J Malhotra - Wireless Personal Communications, 2023 - Springer
The COVID-19 outburst has encouraged the adoption of Internet of Medical Things (IoMT)
network to empower the antiquated healthcare system and alleviate the health care costs …