
Dr Shuangyi Yan
BEng, PhD
Expertise
Current positions
Senior Lecturer in High Performance Networking & Optical Networking
School of Electrical, Electronic and Mechanical Engineering
Contact
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Research interests
My research focuses on the future dynamic optical networks with flexible network functions and fast network reconfigurations. The envisioned programmable optical networks could deliver network services automatically in an on-demand approach. The flexible network resource can accommodate network requests by providing just-enough network hardware to maximize the utilisation of network resources. The margin-reduced dynamic optical network will be one of the key research themes for intelligent optical transport. To achieve this, two key research directions are explored.
Artificial Intelligence-driven optical networks
Based on the proposed SDN-based multi-layer monitoring framework, AI-based network analytics could offer novel network functions and leverage the intelligence of SDN networks. Various field trial experiments demonstrated the advantages of AI in optical networks.
Programmable multi-dimensional networks
Programmable optical hardware is one of the key enabling technologies for dynamic networks. This research will investigate programmable network architecture, reconfigurable node functions and programmable transmission equipment. Our developed architecture-on-demand synthesized optical nodes and bandwidth programmable optical transmitters provide a solid foundation for hardware-programmable optical networks. The research intends to bring programmability in multiple dimensions (i.e. TDM/WDM/SDM in optical networks). The flexibility of network hardware can adapt the capability, according to network states and network requirements, to contribute to the vision of intelligent optical transport.
Projects and supervisions
Research projects
Additive Micro/Nano-manufacturing of Architected Piezoelectric Materials for Intelligent Stent Monitoring
Principal Investigator
Managing organisational unit
School of Electrical, Electronic and Mechanical EngineeringDates
01/01/2024 to 31/12/2025
Increased network capacity using Spatial Division Multiplexing (SDM)
Principal Investigator
Managing organisational unit
Department of Electrical & Electronic EngineeringDates
01/04/2023 to 31/03/2026
Thesis supervisions
Private 5G Networks
Supervisors
Publications
Selected publications
09/09/2021Deep Reinforcement Learning-Based Policy for Baseband Function Placement and Routing of RAN in 5G and Beyond
Journal of Lightwave Technology
ANN-Based Multi-Channel QoT-Prediction over a 563.4-Km Field-Trial Testbed
Journal of Lightwave Technology
Distributed Abstraction and Verification of an Installed Optical Fibre Network
Scientific Reports
Recent publications
01/02/2025Unified Monitoring and Telemetry Platform Supporting Network Intelligence in Optical Networks
IEEE/OSA Journal of Optical Communications and Networking
Analyzing Ultra-Low Inter-Core Crosstalk Fibers in Band and Space Division Multiplexing EONs
Proceedings of the 15th International Conference on Network of the Future, NoF 2024
DRL-Assisted Dynamic Qot-Aware Service Provisioning in Multi-Band Elastic Optical Networks
50th European Conference on Optical Communications (ECOC 2024)
Field Trial Demonstration of AI-Engine Driven Cross-Domain Rerouting and Optimisation in Dynamic Optical Networks
49th European Conference on Optical Communications (ECOC 2023)
Field-Trial Demonstration of ML Deployment in Optical Networks Using Telemetry and AI Engine
49th European Conference on Optical Communications (ECOC 2023)