6G networks will deliver dynamic and immersive applications that bridge the real and digital
worlds. The next-generation passive optical access network is a potential optical transport …

Optical access networks are envisioned to become increasingly complex as they support
more and more diverse and immersive services, each with a different capacity, latency, and …

Emerging applications such as remotely-controlled human-to-machine and tactile-haptic
applications in the Internet evolution demand stringent low-latency transmission. In realising …

Converged access networks consolidating 5G and beyond and fixed optical fiber access are
expected to support future latency-sensitive human-to-machine applications over the Tactile …

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 …

Passive optical networks are envisioned to become increasingly complex as they support
more and more diverse and immersive services that have different capacity, latency, and …

In this work, we present a complete rethink of the decision-making process in allocating
bandwidth in a heterogeneous Fiber-Wireless network with machine intelligence. We …

In future radio access systems, since the number of mobile base stations will increase to
cope with the increasing mobile traffic, the number of mobile fronthaul (MFH) links will also …

Abstract 6G networks will deliver immersive applications that bridge real and digital worlds.
The next-generation optical access network is a potential optical transport solution. In view …

We present the use of machine learning to predict bandwidth demand over heterogeneous
optical-wireless networks, and propose a novel predictive bandwidth allocation algorithm …