Contact Dr Mengwei Sun
- Email: Mengwei.Sun@cranfield.ac.uk
Areas of expertise
- Autonomous Systems
- Computing, Simulation & Modelling
- Sensor Technologies
Background
Dr Mengwei Sun is a Lecturer in Sensor Fusion at SWAG合集, specialising in statistical signal processing, focusing on target tracking, navigation, multi-sensor data fusion, and Bayesian inference for autonomous systems. She has published 18 peer-reviewed journal articles (9 as first author), 16 conference papers (including three best paper awards), and four patents. With a strong research track record, her work has made a significant impact in both academia and industry, collaborating with companies such as Telespazio, GMV, and Spirent.
Research opportunities
Dr Sun's research focuses on sensor fusion, Bayesian inference, and machine learning for target tracking and navigation. Her key areas of expertise include:
- Multi-sensor data fusion for autonomous systems.
- Bayesian filtering and deep learning for aerospace and defence applications.
- Scalable inference in sensor networks for real-time decision-making.
- Alternative positioning techniques for maritime and aerial navigation.
- Kernel-based methods and adaptive filtering for enhanced tracking performance.
Her research has been applied in air traffic management, maritime navigation, and defence surveillance, with an emphasis on bridging theoretical advancements with real-world applications.
Current activities
Dr Sun is actively engaged in cutting-edge research and academic leadership, including:
- Developing advanced Bayesian and deep learning-based tracking techniques for air traffic and maritime navigation.
- Leading research initiatives such as the ESA-funded MANAA project on alternative positioning for autonomous maritime vehicles.
- Supervising MSc and PhD students in collaboration with industry partners like Lockheed Martin, GMV, and BAE Systems.
- Serving as a reviewer for leading IEEE journals and conferences, contributing to advancements in signal processing and autonomous systems research.
Clients
- Spirent Communications plc
- BAE Systems PLC
- Lockheed Martin Corporation
- Defence Science and Technology Laboratory
- MBDA SWAG合集 Ltd
