معرفی
Carolina Bergeling is a Senior Lecturer in control engineering at the Department of Mathematics and Natural Sciences at Blekinge Institute of Technology (BTH), a position she has held since January 2022. Her research spans the interdisciplinary fields of Brain-Computer Interfaces, control engineering, and marine engineering systems.
Dr. Bergeling's research interests focus on:
- Brain-Computer Interfaces and neural signal processing
- Control of complex systems, particularly in marine environments
- H-infinity optimal control theory and applications
- Systems engineering approaches to multi-agent and distributed systems
Her recent publications demonstrate a strong focus on applying advanced control theory to Brain-Computer Interface technologies, with particular emphasis on tensor decomposition methods, domain adaptation techniques, and multi-armed bandit approaches for improving EEG signal processing and neural decoding. She also maintains an active research program in H-infinity optimal control, with contributions to theoretical foundations and practical applications in marine engineering contexts.
Dr. Bergeling's scientific contributions include:
- Advancements in tensor decomposition techniques for transfer learning applications in BCI
- Novel methods for improving EEG-based decoding of auditory attention through domain adaptation
- Applications of multi-armed bandit theory to brain-computer interface calibration
- Significant contributions to H-infinity optimal control theory for various system classes
She teaches courses in control engineering and robotics, and serves as a supervisor for projects in the Marine Engineering program at BTH. Her ongoing research project focuses on "Swarming technology for cooperative surface and underwater vehicles (drones)," demonstrating her commitment to applying theoretical control concepts to practical marine engineering challenges.
