An integrated AHP‐ELECTRE and deep reinforcement learning methods for handover performance optimization in an LTE‐A networks

ML Moses, M Ramkumarraja - Transactions on Emerging …, 2022 - Wiley Online Library
Emblematic growth of telecommunications networks has also produced high data rates and
low user equipment (UE) latency. Also, the third generation partnership project launched …

Handover optimization scheme for LTE-Advance networks based on AHP-TOPSIS and Q-learning

T Goyal, S Kaushal - Computer Communications, 2019 - Elsevier
With the emblematical expansion of telecommunication networks, high data rate, and low
latency for User Equipment (UE) has arisen. 3GPP introduced Long Term Evolution (LTE) …

[PDF][PDF] Handover in LTE networks with proactive multiple preparation approach and adaptive parameters using fuzzy logic control

YS Hussein, BM Ali, MFA Rasid… - KSII Transactions on …, 2015 - koreascience.kr
High data rates in long-term evolution (LTE) networks can affect the mobility of networks and
their performance. The speed and motion of user equipment (UE) can compromise …

Self organizing method for handover performance optimization in LTE-advanced network

S Chaudhuri, I Baig, D Das - Computer Communications, 2017 - Elsevier
Classical wireless cellular networks configure semi-static values of handover decision
parameters, which are usually been modified manually by the operator at a certain time …

Efficiency evaluation of handover management techniques in LTE heterogeneous networks

Manoj, S Kumar - Artificial Intelligence and Sustainable Computing for …, 2021 - Springer
Handover management has been considered major factors showing the effectiveness of
each wireless network technology. In this paper, the research has considered the role of …

A parameter optimization method for LTE-R handover based on reinforcement learning

X Cai, C Wu, J Sheng, J Zhang… - … and Mobile Computing …, 2020 - ieeexplore.ieee.org
With the rapid development of China's high-speed railway, the traditional railway wireless
communication system technology has been difficult adapting to the requirement, and is …

Evaluation of handover effectiveness with progressive user behavior in self-organized LTE networks

Manoj, S Kumar - Journal of Discrete Mathematical Sciences and …, 2021 - Taylor & Francis
In LTE networks, when a user moves from one sector to another sector within the same eNB,
it's essential to keep the ongoing call steady. This occurrence is referred to as a handover …

[PDF][PDF] QoS/QoE based handover decision in Multi-Tier LTE networks

M Sadik, N Akkari, G Aldabbagh - International Journal of Digital …, 2018 - researchgate.net
With the increasing demand on data rate in 5G mobile networks, the deployment of small
cells such as Femto Access Points (FAP) and device-device (D2D) communications in …

Using fuzzy logic to reduce ping-pong handover effects in LTE networks

KL Tsai, HY Liu, YW Liu - Soft Computing, 2016 - Springer
Recently, mobile communications have been widely used in people's everyday lives. Their
handover process facilitates people to transfer an ongoing call or a data session from one …

An efficient handover mechanism by adopting direction prediction and adaptive time-to-trigger in LTE networks

FM Chang, HL Wang, SY Hu, SJ Kao - … , Ho Chi Minh City, Vietnam, June …, 2013 - Springer
In this paper, we propose an efficient handover mechanism for Long Term Evolution (LTE)
networks. Both moving direction prediction and Time-to-Trigger (TTT) adjustment are taken …