A survey on how network simulators serve reinforcement learning in wireless networks

S Ergun, I Sammour, G Chalhoub - Computer Networks, 2023 - Elsevier
Rapid adoption of mobile devices, coupled with the increase in prominence of mobile
applications and services, resulted in unprecedented infrastructure requirements for mobile …

Adaptive routing in wireless mesh networks using hybrid reinforcement learning algorithm

S Mahajan, R Harikrishnan, K Kotecha - IEEE Access, 2022 - ieeexplore.ieee.org
Wireless mesh networks are popular due to their adaptability, easy-setup, flexibility, cost,
and transmission time-reductions. The routing algorithm plays a vital role in transferring the …

An efficient method for solving router placement problem in wireless mesh networks using multi-verse optimizer algorithm

LH Binh, TK Truong - Sensors, 2022 - mdpi.com
Wireless Mesh Networks (WMNs) are increasingly being used in a variety of applications. To
fully utilize the network resources of WMNs, it is critical to design a topology that provides the …

[HTML][HTML] An improved method of AODV routing protocol using reinforcement learning for ensuring QoS in 5G-based mobile ad-hoc networks

TVT Duong - ICT Express, 2024 - Elsevier
Abstract 5G-based MANET has received a lot of attention recently. Its fundamental feature is
that nodes are constantly subjected to high traffic loads, while QoS requirements are …

IRSML: An intelligent routing algorithm based on machine learning in software defined wireless networking

TVT Duong, LH Binh - ETRI Journal, 2022 - Wiley Online Library
In software‐defined wireless networking (SDWN), the optimal routing technique is one of the
effective solutions to improve its performance. This routing technique is done by many …

A novel traffic aware reliable gateway selection in wireless mesh network

R Kushwah - Cluster Computing, 2024 - Springer
In wireless mesh networks (WMNs) the traffic-aware reliable gateway selection is the key for
enhancing the quality of service (QoS) to improve the network performance. In this paper, we …

TFACR: A Novel Topology Control Algorithm for Improving 5G-based MANET Performance by Flexibly Adjusting the Coverage Radius

TVT Duong, VM Ngo - IEEE Access, 2023 - ieeexplore.ieee.org
Topology control in next-generation wireless networks has recently attracted the interest of
several researchers. The network performance is significantly affected by the topology …

A novel and effective method for solving the router nodes placement in wireless mesh networks using reinforcement learning

LH Binh, TVT Duong - Plos one, 2024 - journals.plos.org
Router nodes placement (RNP) is an important issue in the design and implementation of
wireless mesh networks (WMN). This is known as an P-hard problem, which cannot be …

[PDF][PDF] A quality of service (QoS) model for forex brokers' platforms

DA Oyemade, D Allenotor - … Journal of Innovative Science, Engineering & …, 2022 - ijiset.com
Forex brokers provide trading platforms for Forex traders either for manual or automated
trading. Automated or programmable brokers' trading platforms are diverse, accommodating …

Intelligent Hierarchical Coordination Fault-Tolerant Routing Method Under End-to-End Quality of Service Protection in Multidomain Softwarized Networks

O Lemeshko, O Yeremenko, M Yevdokymenko… - … on Advanced Trends in …, 2024 - Springer
The paper presents research on the delay-based intelligent hierarchical coordination fault-
tolerant inter-domain QoS-routing method designed for use in softwarized networks with …