
Dr Shuangyi Yan
BEng, PhD
Expertise
Current positions
Associate Professor in Optical Communications and Networks
School of Electrical, Electronic and Mechanical Engineering
Contact
Press and media
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Research interests
My research focuses on AI/ML-driven network automation for next-generation optical and wireless infrastructures, enabling intelligent control, optimisation, and resilience. I work on fast optical switching with corresponding control mechanisms to support flexible, time-sensitive, and energy-efficient operations, and on future optical-switched RAN architectures that integrate optical transport and radio access for high-performance, reconfigurable mobile networks. I am also interested in future data center architectures and high-capacity data center interconnects (DCI), as well as sensing based on ICT infrastructure to enhance network visibility and situational awareness. My work spans from theoretical design and simulation to experimental validation on large-scale testbeds, bridging innovation and deployment through close collaboration with industry and academia.
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
Dates
01/04/2023 to 31/03/2026
Thesis supervisions
Private 5G Networks
Supervisors
Publications
Selected publications
11/07/2025Toward Practical Operation of Deep Reinforcement Learning Agents in Real-World Network Management at Open RAN Edges
IEEE Communications Magazine
Unified Monitoring and Telemetry Platform Supporting Network Intelligence in Optical Networks
IEEE/OSA Journal of Optical Communications and Networking
Deep-reinforcement-learning-based RMSCA for space division multiplexing networks with multi-core fibers [Invited Tutorial]
Journal of Optical Communications and Networking
Recent publications
17/03/2025DRL-Assisted Dynamic Qot-Aware Service Provisioning in Multi-Band Elastic Optical Networks
50th European Conference on Optical Communications (ECOC 2024)
Fast Link Recovery via PTP-Synchronized Nanosecond Optical Switching
2025 International Conference on Optical Network Design and Modeling (ONDM)
Fast Optical Switch Enabled Filterless SDM Networks with Adaptive Topology
The 51st European Conference on Optical Communication (ECOC 2025)
Multi-Core Fibre based Filterless Space-Division Multiplexing (SDM) Networks with Adaptive Network Topologies
50th European Conference on Optical Communications (ECOC 2024)
Nanosecond Electro-optic Switching with Time Synchronisation for Fronthaul TSN Applications
The 51st European Conference on Optical Communication (ECOC2025)