Research output per year
Research output per year
Personal profile
Research
Real-time Individualization of Brain Computer Interfaces
Dynamics, information and Control in Networks
Scalability of conventional control methods. Many of the classical approaches to controller synthesis do not scale well for large and complex systems. This is mainly due to computational complexity of and the lack of distributed structure in the resulting controllers. It is important that limitations on the information given and processed by sensors and actuators can be incorporated into the design procedure. However, such constraints may greatly complicate controller synthesis. Research is conducted that address these issues.
H-infinity control of large-scale systems. Improve upon and speed up algorithms for synthesis of H-infinity controllers of large-scale or infinite-dimensional systems.
Click here for thesis.
Teaching
FRTF01 Physiological models and computation
FRTN30 Network Dynamics
FRT125F Robust Control
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Collaborations and top research areas from the last five years
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Research output
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An Adaptive Approach for Task-Driven BCI Calibration
Heskebeck, F. & Bergeling, C., 2021 Jun.Research output: Contribution to conference › Abstract › peer-review
Open AccessFile68 Downloads (Pure) -
A Novel Multitaper Reassignment Method for Estimation of Phase Synchrony
Sandsten, M., Anderson, R., Reinhold, I., Bernhardsson, B., Bergeling, C. & Johansson, M., 2021, 29th European Signal Processing Conference, EUSIPCO 2021 - Proceedings. European Signal Processing Conference, EUSIPCO, p. 2164-2168 5 p. (European Signal Processing Conference; vol. 2021-August).Research output: Chapter in Book/Report/Conference proceeding › Paper in conference proceeding › peer-review
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H-infinity Optimal Control for Systems with a Bottleneck Frequency
Bergeling, C., Pates, R. & Rantzer, A., 2021, In: IEEE Transactions on Automatic Control. 66, 6, p. 2732-2738 7 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile76 Downloads (Pure) -
Closed-form H-infinity optimal control for a class of infinite-dimensional systems
Bergeling, C., Morris, K. A. & Rantzer, A., 2020 Jul, In: Automatica. 117, 108916.Research output: Contribution to journal › Article › peer-review
Open AccessFile11 Downloads (Pure) -
On the Optimal Control of Relaxation Systems
Pates, R., Bergeling, C. & Rantzer, A., 2020 Oct 12, 2019 IEEE 58th Conference on Decision and Control, CDC 2019. IEEE - Institute of Electrical and Electronics Engineers Inc., p. 6068-6073 6 p. 9029933. (Proceedings of the IEEE Conference on Decision and Control; vol. 2019-December).Research output: Chapter in Book/Report/Conference proceeding › Paper in conference proceeding › peer-review
Open Access
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Optimizing the Next Generation Brain Computer Interfaces using Cloud Computing
Heskebeck, F., Bernhardsson, B., Bergeling, C. & Hägglund, T.
2019/08/05 → 2024/08/01
Project: Dissertation
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Throughput Control in Autonomous Networks
Vladu, E., Rantzer, A., Pates, R. & Bergeling, C.
2019/08/01 → 2024/08/01
Project: Dissertation
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Realtime Individualization of Brain Computer Interfaces
Bergeling, C., Bernhardsson, B., Sandsten, M., Heskebeck, F. & Anderson, R.
2019/06/01 → 2022/06/01
Project: Research
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Distributed Control and Verification
Bergeling, C., Chong, M., Pates, R., Yamamoto, K. & Rantzer, A.
2017/09/01 → 2018/12/31
Project: Research
Activities
- 3 Supervision of masters students
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Implementation of a Simple Asynchronous Pipeline Framework (SAPF) for construction of real-time BCI systems
Frida Heskebeck (Joint first/primary/lead supervisor), Carolina Bergeling (First/primary/lead supervisor) & Bo Bernhardsson (Examiner)
2021Activity: Examination and supervision › Supervision of masters students
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Domain Adaptation for Attention Steering
Frida Heskebeck (Second supervisor), Carolina Bergeling (First/primary/lead supervisor) & Bo Bernhardsson (Examiner)
2020 → …Activity: Examination and supervision › Supervision of masters students
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Method to measure the quality of a neuron model compared to recorded data
Kristian Soltesz (First/primary/lead supervisor), Henrik Jörntell (Joint first/primary/lead supervisor), Rolf Johansson (Examiner), Anton Spanne (Second supervisor) & Carolina Bergeling (Second supervisor)
2016 Aug 17Activity: Examination and supervision › Supervision of masters students
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