[PDF][PDF] Adaptive neuro-fuzzy controller trained by genetic-particle swarm for active queue management in internet congestion

MI Berbek, AA Oglah - Indonesian Journal of Electrical Engineering …, 2022 - academia.edu
Routers are vital during network congestion. All routers have input and output packet buffers.
Various congestion control strategies have been suggested. Some controller-based …

[PDF][PDF] Grey wolf optimizer based fuzzy-PI active queue management design for network congestion avoidance

SS Sabry, NM Kaittan - Indonesian Journal of Electrical …, 2020 - pdfs.semanticscholar.org
Congestion is one of the most important issues in communication networks which has
attracted much research attention. To ensure a stable TCP network, we can use active …

[PDF][PDF] Particle Swarm Optimization Based Fuzzy-Neural Like PID Controller for TCP/AQM Router

MZ Al-Faiz, SA Sadeq - Intelligent Control and Automation, 2012 - file.scirp.org
In this paper a PID Fuzzy-Neural controller (FNC) is designed as an Active Queue
Management (AQM) in internet routers to improve the performance of Fuzzy Proportional …

Interval type-2 and type-1 Fuzzy Logic Controllers for congestion avoidance in internet routers

HM Kadhim, AA Oglah - IOP Conference Series: Materials …, 2020 - iopscience.iop.org
Active queue management (AQM) scheme is an important research area in congestion
control. The AQM mechanism attains the congestion controller by regularize the length of …

Hybrid fuzzy congestion controllers for computer networks tuned by modified particle swarm optimization

ZA Karam - International Journal of Advances in …, 2018 - ijates.org
One of the most debated issues nowadays is the quality of computer network service. The
best internet service must provide a fast processing of the traffic. Each router has a queue of …

[PDF][PDF] Fuzzy-Genetic controller for congestion avoidance in computer networks

MZ Al-Faiz, AM Mahmood - Full Papers Conference Proceeding, 2011 - iasj.net
In this paper a fuzzy proportional-Integral (FPI) controller is designed as an Active Queue
Management (AQM) in internet routers to improve the performance of PI controller for …

Adaptive active queue management controller for TCP communication networks using PSO-RBF models

M Sheikhan, R Shahnazi, E Hemmati - Neural Computing and Applications, 2013 - Springer
Addressing performance degradations in end-to-end congestion control has been one of the
most active research areas in the last decade. Active queue management (AQM) is a …

An AQM controller based on feed-forward neural networks for stable internet

SK Bisoy, PK Pattnaik - Arabian Journal for Science and Engineering, 2018 - Springer
As the nature of Internet becomes nonlinear and complex, designing an intelligent controller
at the router which can learn the traffic pattern of the network and predict the correct value …

A Neuro-Fuzzy Control for TCP Network Congestion

SH Hosseini, M Shabanian, BN Araabi - … of Soft Computing: From Theory to …, 2009 - Springer
Abstract We use Active Queue Management (AQM) strategy for congestion avoidance in
Transmission Control Protocol (TCP) networks to regulate queue size close to a reference …

[PDF][PDF] Particle swarm optimization based LQ-servo controller for congestion avoidance

SS Sabry, TM Nayl - Iraqi Journal of Computers, Communication and …, 2019 - iasj.net
The network congestion is an essential problem that leads to packets losing and
performance degradation. Thus, preventing congestion in the network is very important to …