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 …

[HTML][HTML] 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) …

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 …

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 …

[HTML][HTML] 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 …

An adaptive two-stage energy-efficiency mechanism for the doze mode in EPON

AA Nikoukar, IS Hwang, YM Su, AT Liem - Optical Fiber Technology, 2016 - Elsevier
Sleep and doze power-saving modes are the common ways to reduce power consumption
of optical network units (ONUs) in Ethernet passive optical network (EPON). The doze mode …

Lattice based EPON energy-saving scheme analysis

M SafaeiSisakht, AA Nikoukar, H Goudarzi… - Optical Fiber …, 2020 - Elsevier
Time-division multiplexing passive optical network (TDM-PON) is referred to as a green
network because it consumes minimum energy compared to the other access networks …