A Comprehensive Survey on Machine Learning Methods for Handover Optimization in 5G Networks

QR Code

A Comprehensive Survey on Machine Learning Methods for Handover Optimization in 5G Networks

One of the key features of mobile networks in this age of mobile communication is seamless communication. Handover (HO) is a critical component of next-generation (NG) cellular communication networks, which requires careful management since it poses several risks to quality-of-service (QoS), includi...

Full description

Bibliographic Details
Published in:	Electronics (Switzerland)
Main Author:	Thillaigovindhan S.K.; Roslee M.; Mitani S.M.I.; Osman A.F.; Ali F.Z.
Format:	Review
Language:	English
Published:	Multidisciplinary Digital Publishing Institute (MDPI) 2024
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85202653108&doi=10.3390%2felectronics13163223&partnerID=40&md5=fa66d08370c38c82ba4a2bab877e4685

Similar Items

Impact of Rainfall on 5G Millimeter Wave Channels
by: Chuan L.L.; Roslee M.; Sudhamani C.; Mitani S.M.I.; Waseem A.; Osman A.F.; Ali F.Z.; Ullah Y.
Published: (2024)

Handover parameter optimization for self-organizing LTE networks
by: Isa I.N.M.; Dani Baba M.; Yusof A.L.; Rahman R.A.
Published: (2015)

Comparison of UMi, UMa, and RMa Path Loss Models of 5G mmWave Communication System
by: Sudhamani C.; Roslee M.; Chuan L.L.; Waseem A.; Osman A.F.; Jusoh M.H.
Published: (2024)

Handover Network Selection for Vehicle in LTE-A Communication Networks
by: Yusof A.L.; Jaafar I.F.; Ya’acob N.; Zainali N.S.; Zainali A.
Published: (2023)

Enhanced Indoor Path Loss and RSRP of 5G mmWave Communication System with Multi-objective Genetic Algorithm
by: Sudhamani C.; Roslee M.; Chuan L.L.; Waseem A.; Osman A.F.; Jusoh M.H.
Published: (2024)

Handover implementation for femtocell deployment in LTE heterogeneous networks
by: Yusof A.L.; Ali M.S.N.; Ya'Acob N.
Published: (2019)

Analysis of handover performance in mobile WiMAX networks
by: Pardi M.S.; Baba M.D.; Ibrahim M.
Published: (2011)

Handover behaviour of transparent relay in WiMAX networks
by: Yusoff R.; Baba M.D.; Ibrahim M.; Rahman R.A.; Isa N.M.
Published: (2011)

Reinforcement learning-based unmanned aerial vehicle trajectory planning for ground users’ mobility management in heterogeneous networks
by: Ullah Y.; Roslee M.; Mitani S.M.; Sheraz M.; Ali F.; Osman A.F.; Jusoh M.H.; Sudhamani C.
Published: (2024)

Enhanced Indoor Path Loss and RSRP of 5G mmWave Communication System with Multi-objective Genetic Algorithm
by: Sudhamani, et al.
Published: (2024)

The Investigation of Perceptual Speech 5G Wireless Communication Networks
by: Azran T.U.U.T.M.; Jusoh A.Z.; Asnawi A.L.; Abdullah K.; Othman M.R.; Razak N.I.A.
Published: (2024)

Optimising Video Transmission Performance in 5G New Radio Technology for Vehicle-to-Network (V2N) Application: A Comprehensive Analysis
by: Khalid S.; Abidin H.Z.; Mazalan L.; Abdullah S.A.C.
Published: (2023)

Energy-efficient task offloading in fog computing for 5G cellular network
by: Muhamad, et al.
Published: (2024)

Energy-efficient task offloading in fog computing for 5G cellular network
by: Muhamad W.N.W.; Mohd Aris S.S.; Dimyati K.; Javed M.A.; Idris A.; Mohd Ali D.; Abdullah E.
Published: (2024)

Performance Analysis of Handover Initiation Parameters in Long Term Evaluation – Advanced (LTE-A) Network
by: Yusof A.L.; Zainali M.A.; Ya’acob N.
Published: (2022)

Self-select target neighboring base station assisted handover for natural disaster in LTE-A network
by: Yusof A.L.; Azhar A.E.; Ya’acob N.
Published: (2020)

Design of MIMO F-OFDM System Model for PAPR Reduction in the Growth of 5G Network
by: Noorazlina M.S.; Sulong S.M.; Said M.S.M.; Ahmad I.; Idris A.
Published: (2021)

Research on Data Fusion Method for 6G Wireless Sensor Networks Based on Group Intelligence Optimization
by: Zhang L.; Bashah N.S.B.K.
Published: (2024)

Design of CMOS RF Doherty Power Amplifier in Low-Power 5G Wireless Networks for IoT Application
by: Mohd Farid N.A.; Razak A.H.A.; Halim A.K.; Md Idros M.F.
Published: (2023)

Aperture Antennas for 5G Mobile Base Stations
by: Yamada Y.; Quzwain K.; Ansarudin F.; Kamardin K.; Abd Rahman N.H.
Published: (2019)

Handover management in vehicle communication: applications, techniques, issues, and challenges: a review
by: Qasim H.H.; Zainol Abidin H.; Afzal Che Abdullah S.
Published: (2024)

Comprehensive review on machine learning methodologies for modeling dye removal processes in wastewater
by: Bhagat S.K.; Pilario K.E.; Babalola O.E.; Tiyasha T.; Yaqub M.; Onu C.E.; Pyrgaki K.; Falah M.W.; Jawad A.H.; Yaseen D.A.; Barka N.; Yaseen Z.M.
Published: (2023)

Skin Cancer Prediction Using Convolutional Neural Network
by: Bin Ahmad Jawahil Bokori S.A.; Mitani Y.
Published: (2024)

PAPR REDUCTION IN CP-OFDM (5G) USING HYBRID TECHNIQUE
by: Yusof A.; Idris A.; Abdullah E.
Published: (2023)

Analysis and Exploration of the Development and Application Status of 5G Communication Technology
by: Ding N.; Ismail M.; Daud N.A.
Published: (2023)

Multi beam dielectric lens antenna for 5g base station
by: Ansarudin F.; Rahman T.A.; Yamada Y.; Rahman N.H.A.; Kamardin K.
Published: (2020)

Measurement of Cylindrical Lens Antenna for 5G Mobile Base Station
by: Ansarudin F.; Yamada Y.; Rahman N.H.A.; Misran N.
Published: (2024)

Analysis and Exploration of the Development and Application Status of 5G Communication Technology
by: Ding N.; Ismail M.; Daud N.A.
Published: (2023)

A survey of first order stochastic optimization methods and algorithms based adaptive learning rate from a machine learning perspective
by: Weijuan S.; Shuib A.; Alwadood Z.
Published: (2023)

Groundwater level prediction using machine learning models: A comprehensive review
by: Tao H.; Hameed M.M.; Marhoon H.A.; Zounemat-Kermani M.; Heddam S.; Sungwon K.; Sulaiman S.O.; Tan M.L.; Sa'adi Z.; Mehr A.D.; Allawi M.F.; Abba S.I.; Zain J.M.; Falah M.W.; Jamei M.; Bokde N.D.; Bayatvarkeshi M.; Al-Mukhtar M.; Bhagat S.K.; Tiyasha T.; Khedher K.M.; Al-Ansari N.; Shahid S.; Yaseen Z.M.
Published: (2022)

Application of Negative Index Lens Antenna for 5G Mobile Base Station
by: Hamid S.; Ali M.T.; Yamada Y.; Abd Rahman N.H.; Michishita N.
Published: (2018)

Gain Enhancement for Wearable 5G Antenna on PVA thin film substrate
by: Ibrahim A.; Razali A.R.; Jusoh M.; Faudzi N.M.; Mozi A.M.
Published: (2023)

Developed high gain microstrip antenna like microphone structure for 5G application
by: Yon H.; Abd Rahman N.H.; Aris M.A.; Jumaat H.
Published: (2020)

A New Model Microstrip Antenna like Microphone Structure for 5G Application
by: Yon H.; Ali M.T.; Aris M.A.; Baharom B.; Nasir N.A.M.
Published: (2018)

DESIGN OF CONVEX AND CONCAVE DUAL BENT ARRAY FOR 5G LENS ANTENNA SYSTEM
by: Tengah Z.; Rahman N.H.A.; Yamada Y.; Subahir S.
Published: (2022)

Prediction of Cutting Forces for Machine Tools by Neural Networks
by: Kataraki P.S.; Ishak A.; Mazlan M.; Qasem I.; Hussien A.A.; Zubair A.F.; Janvekar A.A.
Published: (2024)

Perspective of virtual machine consolidation in cloud computing: a systematic survey
by: Zou J.; Wang K.; Zhang K.; Kassim M.
Published: (2024)

A Review and Bibliometric Analysis of the Current Studies for the 6G Networks
by: Salih Q.M.; Rahman Md.A.; Firdaus A.; Jassim M.R.; Kahtan H.; Zain J.M.; Ali A.H.
Published: (2024)

A Design of Decoupling Structure MIMO Antenna for Mutual Coupling Reduction in 5G Application
by: Yon H.; Aris M.A.; Abd Rahman N.H.; Nasir N.A.M.; Jumaat H.
Published: (2019)

Internet of Medical Things Readiness with 5G Infrastructure and Service Implementation for Healthcare Industry in Malaysia
by: Matusin A.; Idrus S.M.; Aliana Hidayah Mohamed N.; Huda Saris N.N.; Nasruddin Atiqullah Fakrullah A.; Amran M.E.
Published: (2023)