Hopfield neural network based uplink/downlink transmission order optimization for dynamic indoor TDD femtocells

MN Alam, R Jäntti, Z Uykan - IEEE Access, 2023 - ieeexplore.ieee.org
The Uplink/Downlink transmission mode or Transmission Order (TO) optimization has
recently appeared as a new optimization domain in radio resource management. Such …

Evolutionary Multi-Objective Optimization Algorithm for Resource Allocation using Deep Neural Network in Ultra-Dense Networks

N Sharma, K Kumar - IEEE Transactions on Network and …, 2023 - ieeexplore.ieee.org
It is certain that in the modern era the ultra-dense network (UDN) structure will play a major
role for the evolution of 5G and beyond wireless communication system, particularly for blind …

CASE: A Joint Traffic and Energy Optimization Framework Toward Grid Connected Green Future Networks

A Balakrishnan, S De, LC Wang - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Renewable power provisioning of the base stations (BS) in addition to the traditional power
grid connectivity presents an interesting prospect towards realizing green future network …

[PDF][PDF] Analysis and study of Deep Reinforcement Learning based Resource Allocation for Renewable Powered 5G Ultra-Dense Networks

HA Alshawabkeh - IJCSNS, 2024 - koreascience.kr
The frequent handover problem and playing ping-pong effects in 5G (5th Generation) ultra-
dense networking cannot be effectively resolved by the conventional handover decision …

Intelligence-learning driven resource allocation for B5G Ultra-Dense Networks: A structured literature review

A Anzaldo, MD Rodríguez, ÁG Andrade - 2023 - researchsquare.com
Network densification is a suitable solution to improve the capacity of future mobile
networks. However, deploying massive low-power base stations sharing the radio spectrum …

An Interference Vector Judgement Based User Clustering Scheme in Ultra Dense Network

Y Liang, Z Zhao, X Liu, M Zhao… - 2023 Third International …, 2023 - ieeexplore.ieee.org
Ultra Dense Network will undoubtedly play an important role in next generation
communication network due to its excellent system performance. However, the deployment …

arkLB: High Performance eBPF-based Load Balancer for Microservices

A Aadhitya - papers.ssrn.com
Load balancing is a technique used in computer networking to distribute incoming network
traffic across multiple servers or paths to ensure efficient and reliable traffic delivery. The …