Intelligent handover triggering mechanism in 5G ultra-dense networks via clustering-based reinforcement learning

QR Code

Intelligent handover triggering mechanism in 5G ultra-dense networks via clustering-based reinforcement learning

Ultra-dense networks (UDNs) are considered as key 5G technologies. They provide mobile users a high transmission rate and efficient radio resource management. However, UDNs lead to the dense deployment of small base stations (BSs) that can cause stronger interference and subsequently increase the ha...

Full description

Bibliographic Details
Main Authors:	Liu, Qianyu, Kwong, Chiew Foong, Wei, Sun, Li, Lincan, Zhang, Sibo
Format:	Article
Language:	English
Published:	Springer 2021
Subjects:	Handover management; Q-learning; Subtractive clustering; Ultra-dense networks
Online Access:	https://eprints.nottingham.ac.uk/65314/

Similar Items

A fuzzy-clustering based approach for MADM handover in 5G ultra-dense networks
by: Liu, Qianyu, et al.
Published: (2019)

Reinforcement learning based adaptive handover in ultra-dense cellular networks with small cells
by: LIU, Qianyu, et al.
Published: (2020)

Fuzzy-TOPSIS based optimal handover decision-making algorithm for fifth-generation of mobile communications system
by: Liu, Qianyu, et al.
Published: (2019)

A hybrid fuzzy-MADM based decision-making scheme for QoS aware handover
by: Liu, Qian-yu, et al.
Published: (2018)

Modelling the effects of rotation and tides on dense ocean currents
by: Elmaghrbi, Mohamed S.
Published: (2019)

Assessment of residential defects at post-handover
by: Forcada, Nuria, et al.
Published: (2013)

Review: bringing patient safety to the forefront through structured computerisation during clinical handover
by: Matic, J., et al.
Published: (2010)

A Statistical Multi-Cluster Indoor Channel Model in an Office Environment for Ultra-Wideband Signals
by: Thiagarajah, Sharlene
Published: (2005)

Numerical simulation on dense gas dispersion and fire characteristics after liquefied natural gas release
by: Sun, Biao
Published: (2012)

An adaptive fuzzy handover triggering approach for Long-Term Evolution network
by: Kwong, Chiew Foong, et al.
Published: (2016)

Novel prior position determination approaches in particle filter for Ultra Wideband (UWB)-Based indoor positioning
by: Zhou, Ning, et al.
Published: (2021)

Parametric analysis and design of compact omnidirectional and directional ultra-wideband antenna
by: Muslim, Suci Rahmatia
Published: (2011)

Ultra wideband technique for breast cancer detection using multi-layer feed-forward neural networks
by: Alshehri, Saleh Ali
Published: (2011)

Integration of ultra-capacitor and battery as hybrid energy storage with intelligent controller for efficient electric vehicle application
by: Nazir, Muhammad Anwer, et al.
Published: (2016)

Tube Wave removal from vertical seismic profiling (VSP) surveys
by: Nadri, D., et al.
Published: (2012)

Effects of MATAS Hopscotch technique in the learning of subtraction of fraction among year 5 pulils
by: Periasamy, Devaki
Published: (2014)

Miniaturized ultra wide band multiple input multiple output wearable antenna as wireless body area network for breast cancer detection
by: Mahmood, Mahmood Sarmad Nozad
Published: (2022)

Ultra-precision machining of electroless nickel plated die materials
by: Pramanik, Alokesh, et al.
Published: (2002)

A multisensor SLAM for dense maps of large scale environments under poor lighting conditions
by: Le Cras, Jared R
Published: (2012)

Time-Resolved Characteristics of Soft X-Ray and Hard X-Ray Emitted from Nitrogen and Neon Gas Mixtures in 4 kJ Plasma Focus Device
by: Roomi, Afshin
Published: (2011)

Ultra-precision Machinability and Properties of Electroless-nickel
by: Pramanik, Alokesh, et al.
Published: (2013)

A proactive mobile edge cache policy based on the prediction by partial matching
by: Li, Lincan, et al.
Published: (2020)

Ultra-precision machining of electroless-nickel for very long cutting distance
by: Pramanik, Alokesh, et al.
Published: (2012)

The ANFIS Handover Trigger Scheme: The Long Term Evolution (LTE) Perspective
by: Kwong, C. F., et al.
Published: (2014)

Fractal dielectric resonator antenna for ultra wideband wireless communication systems
by: Azari, Abolfazl
Published: (2015)

Thermal performance of ultra-thin flattened heat pipes
by: Zhou, Wenjie, et al.
Published: (2017)

Thermal performance of ultra-thin flattened heat pipes with composite wick structure
by: Li, Yong, et al.
Published: (2016)

Quality assessment of an Ultra-Wide Band positioning system for indoor wheelchair court sports
by: Perrat, Bertrand, et al.
Published: (2015)

Effects of workpiece composition and depth-of-cut during ultra-precision machining of electroless-nickel
by: Pramanik, Alokesh, et al.
Published: (2007)

A smart cache content update policy based on deep reinforcement learning
by: Li, Lincan, et al.
Published: (2020)

Characterisation of genes derived from murine malignant mesothelioma by suppression subtractive hybridization
by: Thean, Ai Lee
Published: (2002)

Aesthetics of austerity in Toda Seiju's posters
by: Nguyen, Hung Ky
Published: (2013)

An ultra-high vacuum electrochemical/mass spectrometry study of anodic decomposition of a protic ionic liquid
by: Goodwin, Sean, et al.
Published: (2018)

Cutting performance of diamond tools during ultra–precision turning of electroless nickel plated die materials
by: Pramanik, Alokesh, et al.
Published: (2003)

Infall and accretion of substructure in hydrodynamical simulations of galaxy clusters
by: Haggar, Roan
Published: (2022)

Potassium and zeolitic structure modified ultra-microporous adsorbent materials from a renewable feedstock with favourable surface chemistry for CO2 capture
by: LIU, Xin, et al.
Published: (2017)

Ultra–Precision Turning of Electroless–Nickel: Effect of Phosphorus Contents, Depth–of–cut and Rake Angle
by: Pramanik, Alokesh, et al.
Published: (2008)

A perspective on the applications of energy-cyber-physical systems (e-CPSs) in ultra-low emission coal-fired power plants
by: Zhao, Haitao, et al.
Published: (2019)

Magnetic resonance relaxation at ultra low temperatures
by: Peat, David T.
Published: (2015)

Candidate super star cluster progenitor gas clouds possibly triggered by close passage to Sgr A*
by: Longmore, S., et al.
Published: (2013)