Application of machine learning in wireless networks: Key techniques and open issues

Y Sun, M Peng, Y Zhou, Y Huang… - … Surveys & Tutorials, 2019 - ieeexplore.ieee.org
… for the resource allocation and interference coordination in … covering resource management,
networking, mobility management and … networks, small cell networks and cloud radio access …

Flexible virtual cell design for ultradense networks: A machine learning approach

Z Cheng, D Zhu, Y Zhao, C Sun - IEEE Access, 2021 - ieeexplore.ieee.org
small cells are currently widely deployed, we focus on resource management and mobility
management … : the AP-clustering stage and the boundary determination stage. We utilize the …

Boosting vehicle-to-cloud communication by machine learning-enabled context prediction

B Sliwa, R Falkenberg, T Liebig… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
… Quality (RSRQ), Signal-to-interference-plus-noise Ratio (SINR), … Moreover, as the resource
allocation in LTE is performed by … and therefore circumvent the determination of the current …

Game Theoretic and Machine Learning Techniques for Efficient Resource Allocation in Next Generation Wireless Networks

N Raveendran - 2019 - search.proquest.com
allocation of the virtual resources using the wireless network … Furthermore, resource allocation
solutions are moving from the … radio and infrastructure resources, the interference grows, …

Hybrid energy resource allocation for simultaneous wireless information and power transfer for green communications

LH Shen, SF Hung, KT Feng - … and Networking, 2021 - ieeexplore.ieee.org
… a heterogeneous network, where hybrid powered small cells are … and power splitting ratio
determinations, which is not jointly … orthogonal resource blocks which induce no interferences

Machine Learning based Solutions for 5G Network Self-Management

J Burgueño Romero - 2023 - riuma.uma.es
cellular networks demanding different requirements, has further increased the complexity of
the network resources management… However, while network operators manage interference

Ambient Backscatter Communication System Empowered by Matching Game and Machine Learning for Enabling Massive IoT over 6G HetNets

AA Khalifa, AM Abd El-Haleem, MM Elmesalawy… - IEEE …, 2024 - ieeexplore.ieee.org
… the action determination process, problem-based Markov decision … Heterogenous Network
consists of LTE macro and small cells … Singh, ‘‘QoS aware resource allocation for coexistence …

A survey on next-cell prediction in cellular networks: Schemes and applications

L Huang, L Lu, W Hua - IEEE Access, 2020 - ieeexplore.ieee.org
… of HMP data via some tools, such as machine learning or data … Group determination of current
trajectory is performed in the … association and resource allocation in virtual small cell aided …

[PDF][PDF] Ambient Backscatter Communication System Empowered by Matching Game and Machine Learning for Enabling Massive IoT Over 6G HetNets

HMZ BADR - 2024 - researchgate.net
… the action determination process, problem-based Markov decision … Heterogenous Network
consists of LTE macro and small cells … Singh, ‘‘QoS aware resource allocation for coexistence …

Resource allocation and service provisioning in multi-agent cloud robotics: A comprehensive survey

M Afrin, J Jin, A Rahman, A Rahman… - … Surveys & Tutorials, 2021 - ieeexplore.ieee.org
… intelligence and machine learning techniques. Therefore, the … interference among robots,
edge, and cloud resources. … importance of resource provisioning plan and determination …