A predictive TDM-PON resource allocation using the ANN method based on equilibrium points of discrete dynamical systems

AA Nikoukar, H Goudarzi, H Rezaei, IS Hwang - Optical Fiber Technology, 2023 - Elsevier
Resource allocation is one of the challenges in the time division multiple access (TDM)
passive optical network (PON) area. Much research has been done to find an efficient …

Dynamic bandwidth allocation for OFDMA-PONs using hidden Markov model

W Lim, P Kourtessis, JM Senior, Y Na, Y Allawi… - IEEE …, 2017 - ieeexplore.ieee.org
Accurate prediction of traffic conditions on orthogonal frequency division multiple access
passive optical networks is important because of its vital role in network resource …

Dynamic bandwidth allocation based on adaptive predictive for low latency communications in changing passive optical networks environment

B Cao, X Zheng, K Yuan, D Qin, Y Hong - Optical Fiber Technology, 2021 - Elsevier
The industry is considering redesigning the architecture of optical access networks (PONs)
to address the challenges of 5G developments. One of the major challenges is to achieve …

A dynamic bandwidth allocation Algorithm based on differentiated service cycle in multi-service hybrid VPON

J Hui, C Gan, X Liu, N Zhan - Fiber and Integrated Optics, 2022 - Taylor & Francis
In this paper, a dynamic bandwidth allocation (DBA) algorithm based on differentiated
service cycle (DSC) in multiple service (multi-service) hybrid Virtual Passive Optical Network …

High-priority first dynamic wavelength and bandwidth allocation algorithm in TWDM-PON

L Zhang, J Qi, K Wei, W Zhang, Y Feng, W Hou - Optical Fiber Technology, 2019 - Elsevier
Time and wavelength division multiplexing passive optical network (TWDM-PON) is the
mainstream scheme of the next generation access network, and it possesses a number of …

ANFIS-DBA: ANFIS Based Dynamic Bandwidth Allocation Scheme for Latency Driven Cost Effective Next Generation PON

E Inaty, G Akkad, M Maier - IEEE Transactions on Network and …, 2024 - ieeexplore.ieee.org
Motivated by the six generation (6G) system's stringent latency and throughput
requirements, we propose a high performance dynamic bandwidth allocation (DBA) scheme …

Dynamic bandwidth allocation algorithm with demand forecasting mechanism for bandwidth allocations in 10-gigabit-capable passive optical network

KA Memon, KH Mohammadani, AA Laghari, R Yadav… - Optik, 2019 - Elsevier
Abstract 10G-passive optical network (XG-PON) provides an emerging potential technology
to carry multiple services for the first-mile access network. However, it offers 0.3 ms …

Time-aware deterministic bandwidth allocation scheme in TDM-PON for time-sensitive industrial flows

C Su, J Zhang, Y Ji - Journal of Optical Communications and …, 2023 - ieeexplore.ieee.org
A programmable logic controller deployed in the cloud or edge cloud (cloud PLC)
contributes to flexible and scalable industrial manufacturing processes. For the industrial …

High-priority assignment first dynamic wavelength and bandwidth allocation algorithm in TWDM-PON

L Li, L Zhang, W Zhang - 2017 16th International Conference on …, 2017 - ieeexplore.ieee.org
As the differences in user business demand increasing, in order to effectively reduce the
network delay and improve resource utilization, a High-priority Assignment First Dynamic …

Adaptive dynamic wavelength and bandwidth allocation algorithm based on error-back-propagation neural network prediction

B Liu, L Zhang, F Wang, M Liu, Y Mao, L Zhao… - Optics …, 2019 - Elsevier
With the emergence of new services such as high-definition video, cloud computing and
virtual reality, Wavelength Division Multiplexing/Time Division Multiplexing-Passive Optical …