10 gigabit passive optical network (XGPON) is considered to be an efficient and energy-
saving solution for bandwidth resource allocation in mobile fronthaul (MFH), as it …

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 novel predictive dynamic bandwidth allocation (DBA) method based on the long short-
term memory (LSTM) neural network is proposed for a 10-gigabit-capable passive optical …

Over the last decade, Passive Optical Networks (PONs) have emerged as an ideal
candidate for next-generation broadband access networks. Meanwhile, machine learning …

This review paper reflects the benefits of Dynamic Bandwidth Allocation (DBA), which
explains bandwidth allocation in the PON (Passive optical network) network. By raising the …

In order to make the existing Ethernet passive optical network can cope with the increasing
demand of network traffic in the future and adapt to the low delay transmission …

Motivated by the six generation (6G) system's stringent latency and throughput
requirements, we propose a high performance dynamic bandwidth allocation (DBA) scheme …

With the rapid development of the Industrial Internet of Things (IIoT), the Industrial Passive
Optical Network (IPON) has become an important technology to meet the future needs of …

In the context of 5G and beyond era, the use of Time Division Multiplexed Passive Optical
Network (TDM-PON) for mobile fronthaul (MFH) in centralized/cloud radio access network …

This paper presents the exploitation of an artificial neural network (ANN) to facilitate insights
into existing bandwidth allocation schemes in optical access networks and supervise …