PID controller based on a self-adaptive neural network to ensure QoS bandwidth requirements in passive optical networks

N Merayo, D Juárez, JC Aguado… - Journal of Optical …, 2017 - opg.optica.org
In this paper, a proportional-integral-derivative (PID) controller integrated with a neural
network (NN) is proposed to ensure quality of service (QoS) bandwidth requirements in …

An auto-tuning PID control system based on genetic algorithms to provide delay guarantees in passive optical networks

T Jiménez, N Merayo, A Andrés, RJ Durán… - Expert systems with …, 2015 - Elsevier
Abstract Passive Optical Networks (PONs) are the most important access architectures since
their deployment is massive all around the world. However, the QoS (Quality of Service) and …

Decentralized SIEPON-based ONU-initiated Tx/TRx energy-efficiency mechanism in EPON

IS Hwang, AA Nikoukar, YM Su… - Journal of Optical …, 2016 - opg.optica.org
An Ethernet passive optical network (EPON) has the least energy consumption among
access network technologies and is the best candidate for improving energy consumption by …

A SIEPON based transmitter sleep mode energy-efficient mechanism in EPON

AA Nikoukar, IS Hwang, CJ Wang… - Optical Fiber …, 2015 - Elsevier
The main energy consumption in computer networks is the access networks. The passive
optical network (PON) has the least energy consumption among access network …

Enhancing energy efficiency of the doze mode mechanism in ethernet passive optical networks using support vector regression

CZ Yang, MA Lotfolahi, IS Hwang, MS Ab-Rahman… - Photonics, 2022 - mdpi.com
An Ethernet passive optical network (EPON) is an optical access network that allows a
higher data rate with low power consumption. To improve energy savings for an EPON, the …

LSTM-based DWBA prediction for tactile applications in optical access network

E Ganesan, AT Liem, IS Hwang, MS Ab-Rahman… - Photonics, 2022 - mdpi.com
Historically, the optical access network (OAN) plays a crucial role of supporting emerging
new services such as 4 k, 8 k multimedia streaming, telesurgery, augmented reality (AR) …

RNN based EPON dynamic bandwidth allocation algorithm for complex network

J Yu, Y Fu, F Xiao, H Jia, P Qin, Z Zhao… - Journal of Optical …, 2024 - degruyter.com
In the development of ethernet passive optical networks (EPONs), quality of service (QoS)
support and fairness per optical network unit (ONU) are crucial issues. However, making an …

Sleep assistive dynamic bandwidth assignment scheme for passive optical network (PON)

RA Butt, M Faheem, MW Ashraf, SM Idrus - Photonic Network …, 2018 - Springer
In passive optical network (PON), in addition to efficient bandwidth management, a dynamic
bandwidth assignment (DBA) scheme can also enhance the energy efficiency performance …

Energy savings in 25G-NGEPON for spatial computing multimedia services based on Vanilla-RNN

R Kharga, AA Nikoukar, IS Hwang, H Goudarzi… - Optical Fiber …, 2024 - Elsevier
Immersive internet usage has increased due to spatial computing technologies like VR, AR,
and MR. The phenomena have transformed gaming, entertainment, education, healthcare …

Evaluating power saving techniques in passive optical access networks

S Garg, A Dixit - Photonic Network Communications, 2021 - Springer
Passive optical networks (PONs) are a preferred technology for implementing fiber-to-the-
home networks. Though PONs minimize power consumption compared to digital subscriber …