Research output per year
Research output per year
Personal profile
Research
Bo Bernhardsson received his Ph.D. in Automatic Control from Lund University in 1992. After completing a postdoctoral fellowship at the Institute for Mathematics and its Applications at the University of Minnesota, he returned to Lund University, where he earned his docent degree in 1998 and became a full professor in 1999. From 2001 to 2010, he was on leave, working at Ericsson as an expert in mobile system design and optimization. In 2010, Bernhardsson resumed his position at Lund University, where he has since continued his work as a professor in automatic control. His current research interests include the analysis of EEG signals, control of uncertain systems, radio-based sensing and communication, and modeling and analysis of medical data, areas where he enjoys combining theoretical analysis with practical applications.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Subject classification (UKÄ)
- Control Engineering
- Engineering and Technology
- Mathematical Sciences
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Collaborations the last five years
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Research output
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Improving auditory attention decoding in noisy environments for listeners with hearing impairment through contrastive learning
Sridhar, G., Boselli, S., Skoglund, M. A., Bernhardsson, B. & Alickovic, E., 2025 Jun 18, In: Journal of Neural Engineering. 22, 3Research output: Contribution to journal › Article › peer-review
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Attention-Aided Outdoor Localization in Commercial 5G NR Systems
Tian, G., Pjanić, D., Cai, X., Bernhardsson, B. & Tufvesson, F., 2024 Nov 1, In: IEEE Transactions on Machine Learning in Communications and Networking. 2, 2831-316XResearch output: Contribution to journal › Article › peer-review
Open Access -
Deep learning-based auditory attention decoding in listeners with hearing impairment
Tanveer, M. A., Skoglund, M. A., Bernhardsson, B. & Alickovic, E., 2024 Jun, In: Journal of Neural Engineering. 21, 3, 036022.Research output: Contribution to journal › Article › peer-review
Open Access -
Tensor decomposition of EEG signals for transfer learning applications
Karlsson, L., Fallenius, E., Bergeling, C. & Bernhardsson, B., 2024, In: Brain-Computer Interfaces. 11, 4, p. 178-192Research output: Contribution to journal › Article › peer-review
Open Access -
Improving EEG-based decoding of the locus of auditory attention through domain adaptation
Wilroth, J., Bernhardsson, B., Heskebeck, F., Skoglund, M. A., Bergeling, C. & Alickovic, E., 2023, In: Journal of Neural Engineering.Research output: Contribution to journal › Article › peer-review
Open Access
Projects
- 20 Finished
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Learning pharmacometric model structures from data
Soltesz, K. (Researcher), Bernhardsson, B. (PI), Sundell, J. (Researcher) & Wahlquist, Y. (Researcher)
2022/04/01 → 2024/03/31
Project: Research
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Real-Time Brain-Computer Interfaces
Tufvesson, P. (Researcher), Bernhardsson, B. (Supervisor), Johansson, M. (Assistant supervisor) & Eker, J. (Assistant supervisor)
2021/01/01 → 2025/11/21
Project: Dissertation
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COVID-19: Dynamical modelling for estimation and prediction
Bernhardsson, B. (Researcher), Eker, J. (Researcher), Govaert, A. (Researcher), Gustafsson, F. (Researcher), Hansson, J. (Researcher), Heimerson, A. (Researcher), Jaldén, J. (Researcher), Jidling, C. (Researcher), Saxne Jöud, A. (Researcher), Pates, R. (Researcher), B. Schön, T. (Researcher), Soltesz, K. (Researcher), Spreco, A. (Researcher), Tegling, E. (Researcher), Timpka, T. (Researcher), Wacker, A. (Researcher), Hendeby, G. (Researcher) & Rath, A. (Research student)
2020/01/01 → 2022/12/31
Project: Research
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Scalable Control using Learning and Adaptation
Kjellqvist, O. (Research student), Rantzer, A. (Supervisor) & Bernhardsson, B. (Supervisor)
2019/08/12 → 2024/05/24
Project: Dissertation
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Optimizing the Next Generation Brain Computer Interfaces using Cloud Computing
Heskebeck, F. (Researcher), Bernhardsson, B. (Supervisor), Bergeling, C. (Assistant supervisor) & Hägglund, T. (Assistant supervisor)
2019/08/05 → 2024/08/01
Project: Dissertation
Activities
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Improving the Efficiency of a Pulp Bleaching Plant through Data-Based Modeling
Kjellqvist, O. (First/primary/lead supervisor), Bernhardsson, B. (Examiner) & Nilsson, D. (Second supervisor)
2023 Dec 11 → 2024 Jun 18Activity: Examination and supervision › Supervision of masters students
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Engineering Health Crossroads workshop: EH-DDH & LUCC-Breast
Sandberg, F. (Organiser), Saal, L. (Organiser), Alkner, S. (Organiser), Bernhardsson, B. (Participant), Sandsten, M. (Participant), Stridh, M. (Participant), Nilsson, M. (Participant), Fontes, M. (Participant), Ehinger, A. (Participant), Förnvik, D. (Participant), Saghir, H. (Participant), Saini, H. (Participant), Dalene Skarping, I. (Participant), Jessica, P. (Participant), Bocci, M. (Participant), Morsing, M. (Participant), Meng, P. (Participant), de Marchi, T. (Participant) & Dahlblom, V. (Participant)
2023 Oct 19Activity: Participating in or organising an event › Organisation of workshop/ seminar/ course
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Engineering Health Crossroads workshop: Synergies between Engineering Health Focus area Bioimaging and Region Skåne Precision Medicine and ATMP center
Laurell, T. (Participant), Sandberg, F. (Participant), Jovinge, S. (Host), Ohlin, M. (Participant), Aminifar, A. (Participant), Nilsson, M. (Participant), Bernhardsson, B. (Participant) & Åström, K. (Participant)
2023 Mar 15Activity: Participating in or organising an event › Participation in workshop/ seminar/ course
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1st Engineering Health Crossroads workshop: Synergies between Engineering Health and Region Skåne Precision Medicine and ATMP center
Laurell, T. (Host), Nilsson, M. (Participant), Åström, K. (Participant), Antfolk, C. (Participant), Bernhardsson, B. (Participant), Aminifar, A. (Role not specified), Malmström, J. (Participant), Jovinge, S. (Participant) & Ohlin, M. (Participant)
2023 Feb 28Activity: Participating in or organising an event › Participation in workshop/ seminar/ course
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AI Lund Online Drop-in: Modeling and control of uncertain systems
Wisbrant, J. (Organiser) & Bernhardsson, B. (Chair)
2021 Nov 22Activity: Participating in or organising an event › Organisation of public lecture/debate/seminar