Resource allocation for ultra-dense networks: A survey, some research issues and challenges

Y Teng, M Liu, FR Yu, VCM Leung… - … Surveys & Tutorials, 2018 - ieeexplore.ieee.org
Driven by the explosive data traffic and new quality of service requirement of mobile users,
the communication industry has been experiencing a new evolution by means of network …

Decentralized learning based indoor interference mitigation for 5G-and-beyond systems

Y Wang, G Feng, Y Sun, S Qin… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Due to the explosive growth of data traffic, and poor indoor coverage, ultra-dense network
(UDN) has been introduced as a fundamental architectural technology for 5G-and-beyond …

Cluster‐based resource allocation scheme with QoS guarantee in ultra‐dense networks

W Li, J Zhang - Iet Communications, 2018 - Wiley Online Library
Ultra‐dense networks (UDN) can provide extremely high throughput and data rate.
However, there are severe interference due to dense and random deployment of femto base …

Regression-based uplink interference identification and SINR prediction for 5G ultra-dense network

Y Guo, C Hu, T Peng, H Wang… - ICC 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
Ultra-dense network (UDN) is recognized as a key technology for the fifth generation (5G)
network to deliver high capacity. Due to cell densification, UDN suffers from heavy intercell …

Reinforcement learning power control algorithm based on graph signal processing for ultra-dense mobile networks

Y Li, Z Tang, Z Lin, Y Gong, X Du… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Ultra-dense mobile networks (UDMNs) represent a promising technology for improving the
network performance and providing the ubiquitous network accessibility in the beyond 5 G …

A Simplified Link-granularity Framework of Interference Identification and Performance Prediction for UDN Uplink

C Fan, Y Guo, T Peng - 2022 IEEE/CIC International …, 2022 - ieeexplore.ieee.org
Ultra-dense network (UDN) is a promising technol-ogy in 5G and future network. While the
technology greatly increases network capacity, it also introduces a significant inter-ference …

A xgboost based wireless interference relation mining and performance prediction method

H Liu, T Peng, Y Guo, Y Wang, G Chen… - 2021 IEEE 94th …, 2021 - ieeexplore.ieee.org
Ultra-dense network (UDN) is considered to be the key technology for the fifth generation
(5G) networks to provide high capacity. However, intensive deployment of femtocells bring …

QoS-guaranteed User Association and Resource Allocation with CoMP JT in Ultra-Dense Networks

WK Lai, CY Hsu, YP Kuo - 2019 20th Asia-Pacific Network …, 2019 - ieeexplore.ieee.org
In the fifth-generation mobile network (5G), exponential growth in bandwidth requirements
and massive connectivity have become new challenges. Ultra-dense network deployment is …

Interference coordination for autonomous small cell networks based on distributed learning

Y Wang, G Feng, F Wei, S Qin… - ICC 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
Due to the explosive growth of data traffic and poor indoor coverage, ultra-dense network
has been introduced as a fundamental architectural technology for the 5G-and-beyond …

Applied Nonlinear Analysis for Efficient Communication Signal Processing and Network Management

PK Deshmukh, DT Mane - internationalpubls.com
The use of nonlinear analysis in network management and communication signal
processing is a revolutionary strategy that is redefining contemporary networking paradigms …