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Persoonlijk profiel

Quote

"Smooth collaborations with strategic industrial and clinical partners can enhance both the scientific quality and the real-world impact of our research."

Research profile

Jan Bergmans is Full Professor in the Department of Electrical Engineering. With around 35 years of experience in the theory and applications of signal processing, Bergmans leads the Signal Processing Systems group which focuses on signal processing and data analytics theories, algorithms, architectures and systems for application areas such as healthcare, wireless communication, surveillance and intelligent lighting.

His research focuses on signal analysis techniques that are powerful yet computationally efficient. This often involves development and exploitation of mathematical models that incorporate knowledge of the application domain, such as propagation models of a radio communication channel or pathophysiological models in a clinical decision support system.

Bergmans is one of the founders and managers of the Eindhoven MedTech Innovation Center (e/MTIC), a large-scale research collaboration between TU/e, Philips Research and the 3 semi-academic hospitals in the Eindhoven region.

He is a Senior Member of the IEEE, has published numerous papers and 2 books, and holds around 40 US patents.

Academic background

Jan Bergmans holds an MSc (1981) and PhD (1987) in Electrical Engineering from Eindhoven University of Technology (TU/e). From 1981 to 1982, Bergmans was a manager for communication projects in the Royal Netherlands Navy. He worked at Philips Research Laboratories from 1982 to 1999. In 1988 and 1989, he was exchange researcher in the digital video recording group of Hitachi Central Research Laboratories, Japan. From 1991 to 1999, Bergmans co-led an R&D team at Philips Research, developing signal processing techniques and integrated circuits for data storage systems. In 1999, he was appointed Full Professor at TU/e and chair of the Signal Processing Systems group. In 2000, Bergmans became scientific advisor to Philips Research Laboratories. Since 2006 he co-manages BrainBridge, the strategic collaboration between TU/e, Philips Research, and Zhejiang University (China).

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Onderzoeksoutput 1987 2019

100 Citaties (Scopus)

An adaptive Kalman filter for ECG signal enhancement

Vullings, R., Vries, de, B. & Bergmans, J. W. M., 2011, In : IEEE Transactions on Biomedical Engineering. 58, 4, blz. 1094-1103 10 blz.

Onderzoeksoutput: Bijdrage aan tijdschriftTijdschriftartikelAcademicpeer review

Open Access
Bestand
Electrocardiography
Kalman filters
Adaptive filters
Gages
Monitoring
29 Citaties (Scopus)
Open Access
Bestand
Electrocardiography
Capacitance
Electric potential
Electrodes
Capacitors
57 Citaties (Scopus)

An iIlumination perspective on visible light communications

Tsiatmas, A., Baggen, C. P. M. J., Willems, F. M. J., Linnartz, J. P. M. G. & Bergmans, J. W. M., 2014, In : IEEE Communications Magazine. 52, 7, blz. 64-71 8 blz.

Onderzoeksoutput: Bijdrage aan tijdschriftTijdschriftartikelAcademicpeer review

Lighting
Costs
Modulation
Infrared radiation
Bandwidth
2 Citaties (Scopus)

Improved ultrasound transducer positioning by fetal heart location estimation during Doppler based heart rate measurements

Hamelmann, P., Vullings, R., Schmitt, L., Kolen, A. F., Mischi, M., van Laar, J. O. E. H. & Bergmans, J. W. M., 21 sep 2017, In : Physiological Measurement. 38, 10, blz. 1821-1836 16 blz.

Onderzoeksoutput: Bijdrage aan tijdschriftTijdschriftartikelAcademicpeer review

Fetal Heart
Fetal Heart Rate
Transducers
Heart Rate
Ultrasonics

Robust reconstruction of sensor swarms floating through enclosed environments

Duisterwinkel, E., Dubbelman, G., Demi, L., Talnishnikh, E., Wörtche, H. J. & Bergmans, J. W. M., jan 2018, In : Wireless Sensor Network. 10, 1, 39 blz.

Onderzoeksoutput: Bijdrage aan tijdschriftTijdschriftartikelAcademicpeer review

Open Access
Bestand
Sensor nodes
Sensors
Hardware
Global positioning system
Pipelines

Scriptie

Acoustic scene-adaptive speech enhancement

Auteur: Li, J., 31 aug 2010

Begeleider: Bergmans, J. (Afstudeerdocent 1)

Scriptie/masterproef: Master

Automatic detection of electrographic seizures in newborns

Auteur: Lommen, C., 31 okt 2005

Begeleider: Bambang Oetomo, S. (Afstudeerdocent 1), Cluitmans, P. (Afstudeerdocent 2), Kierkels, J. (Afstudeerdocent 2), Bergmans, J. (Afstudeerdocent 2) & Hilbers, P. (Afstudeerdocent 2)

Scriptie/masterproef: Master

Ball bouncing: the goal equivalent manifold alignment hypothesis and a virtual setup comparison

Auteur: Caljouw, J., 30 sep 2009

Begeleider: Bergmans, J. (Afstudeerdocent 1)

Scriptie/masterproef: Master

Blind souce separation by simultaneous diagonalization of correlation and cross-power spectrum matrices

Auteur: Rubiralta, O. S., 2003

Begeleider: Bergmans, J. (Afstudeerdocent 1) & van de Laar, J. (Afstudeerdocent 2)

Scriptie/masterproef: Master

Bestand

Design and implementation of a mode group diversity multiplexing optical fibre receiver system

Auteur: de Boer, M., 30 apr 2006

Begeleider: Bergmans, J. (Afstudeerdocent 1), Willems, F. (Afstudeerdocent 2) & Martinez Vicente, A. (Afstudeerdocent 2)

Scriptie/masterproef: Master

Bestand