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 …

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 …

[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 …

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

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

Deep Learning Collision Aware Transmission Scheduling for Dense LPWANs

S Jimaa, A Al-Dwiek, M Alenezi, KK Chai… - IEEE …, 2024 - ieeexplore.ieee.org
… LoRa networks, eg, link coordination, resource allocation, … tries to minimize interference,
while maintaining connectivity … -error (MSE) and the coefficient of determination (R2). A lower …

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 …

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 …

VisionScaling: Dynamic Deep Learning Model and Resource Scaling in Mobile Vision Applications

P Choi, D Ham, Y Kim, J Kwak - IEEE Internet of Things Journal, 2024 - ieeexplore.ieee.org
… In summary, from these measurements, we obtain motivation for the dynamic learning
model selection and resource management, including GPU clock frequency, transmission rate, …

Controller placement and radio resource allocation for D2D communications in 5G Wireless networks

Y Peña Llerena - 2023 - rlbea.unb.br
… radio resource allocation, as well as the interference between … determination of number of
the D2D communications in an … use of new technologies that offer users higher data transfer