Load balancing and handover joint optimization in LTE networks using fuzzy logic and reinforcement learning

P Muñoz, R Barco, I de la Bandera - Computer Networks, 2015 - Elsevier
With the growing deployment of cellular networks, operators have to devote significant
manual effort to network management. As a result, Self-Organizing Networks (SONs) have …

[PDF][PDF] New approach for customer clustering by integrating the LRFM model and fuzzy inference system

A Alizadeh Zoeram, AR Karimi Mazidi - … (Formerly known as Iranian Journal of …, 2018 - sid.ir
This study aimed at providing a systematic method to analyze the characteristics of
customers' purchasing behavior in order to improve the performance of customer …

Handover triggering estimation based on fuzzy logic for LTE-A/5 G networks with ultra-dense small cells

A Haghrah, A Haghrah, JM Niya, S Ghaemi - Soft Computing, 2023 - Springer
Increasing spectrum efficiency in new-generation communication networks is possible by
raising the operating frequencies or increasing the number of serving cells. Both of the …

A fuzzy logic based vertical handoff decision algorithm between WWAN and WLAN

Q He - 2010 International Conference on Networking and …, 2010 - ieeexplore.ieee.org
Next generation wireless communications will integrate multiple wireless access networks,
including Wireless Wide Area Network (WWAN) and Wireless Local Area Network (WLAN) …

Model for estimating urban mobility based on the records of user activities in public mobile networks

K Vidović, M Šoštarić, S Mandžuka, G Kos - Sustainability, 2020 - mdpi.com
Urban mobility of a population is usually estimated within procedures that focus on specific
domains, using limited datasets, indicators, and indices related to the targeted subsets of the …

Botnet detection technique for corporate area network

O Savenko, S Lysenko, A Kryshchuk… - 2013 IEEE 7th …, 2013 - ieeexplore.ieee.org
A new approach for the botnet detection based on multi-agent system is proposed. For
increasing of the efficiency of botnet detection the multi-agent system was involved that …

Fuzzy-based game theoretic mobility management for energy efficient operation in HetNets

K Vasudeva, S Dikmese, İ Güven, A Mehbodniya… - IEEE …, 2017 - ieeexplore.ieee.org
The dense deployment of heterogeneous networks (HetNets) has shown to be a promising
direction to cope with the capacity demands in the future 5G wireless networks. The large …

A novel vertical handoff decision algorithm in heterogeneous wireless networks

Q He - 2010 IEEE International Conference on Wireless …, 2010 - ieeexplore.ieee.org
Next generation wireless communications will integrate multiple wireless access networks,
including WLAN and WWAN. Vertical handoff decision plays an important role in …

Intelligent handover decision based on fuzzy logic for heterogeneous wireless networks

P Tillapart, T Thumthawatworn… - 2015 12th …, 2015 - ieeexplore.ieee.org
An intelligent handover decision system (HDS) is essential to heterogeneous wireless
mobile networks in order to fulfill user's expectations in terms of universal and seamless …

VHITS: vertical handoff initiation and target selection in a heterogeneous wireless network

F Kaleem - 2012 - digitalcommons.fiu.edu
Global connectivity, for anyone, at anyplace, at anytime, to provide high-speed, high-quality,
and reliable communication channels for mobile devices, is now becoming a reality. The …