Stadius Center for Dynamical Systems, Signal Processing and Data Analytics
STADIUS is headed by Prof. Marc Moonen
Academic Staff: Prof. Jan Aerts , Prof. Alexander Bertrand , Prof. Jos De Brabanter , Prof. Lieven De Lathauwer , Prof. Bart De Moor , Prof. Luc Geurts , Prof. Marc Moonen , Prof. Yves Moreau , Prof. Panagiotis Patrinos , Prof. Johan Suykens , Prof. Sabine Van Huffel , Prof. Toon van Waterschoot and Prof. Bart Vanrumste
STADIUS's major research objective is to contribute to the development of improved digital (control and signal processing) systems, that incorporate advanced mathematical modeling techniques as a crucial new ingredient.
To achieve this goal, a variety of research activities are set up, ranging from fundamental/theoretical work (signal theory, linear and nonlinear systems - including complex systems and neural networks - theory, circuit theory and control theory), to applications driven algorithm design and implementation.
STADIUS draws concepts from mathematical fields such as linear and multi-linear algebra, statistics, discrete mathematics, differential geometry, optimization, etc. Its strategic basic research is focused on generic translations of basic concepts into algorithmic implementations, focusing on numerical linear algebra issues as well as software and hardware implementation issues. Our ultimate goal is to prove that such mathematical modeling based algorithms provide significant performance improvement.
To this aim, three specific application fields are targetted, namely digital communications, biomedicine and modeling and control of industrial processes and mechatronic products.
In the picture
Marc Claesen gives an interview about his PhD for the magazine of the Faculty of Engineering Sciences "Geniaal"
10 February 2017
Did you know that in Belgium approximately one third of type 2 diabetes patients are unaware of their condition? Additionally, the average delay between the onset of the disease and its clinical diagnosis exceeds several years. These facts indicate that timely diagnosis of type 2 diabetes remains a challenge in contemporary medicine despite the paramount importance of early treatment. During my PhD I have developed software to identify patients with latent type 2 diabetes based exclusively on health expenditure data maintained by mutual health insurers. This software can be applied on a population-wide scale to speed up the diagnosis and subsequent treatment of the slumbering slayer that is type 2 diabetes.
Read the interview (in Dutch)
Joos Vandewalle is nieuwe voorzitter KVAB
09 October 2016
Speech Enhancement in Real Life
07 October 2016
In this video footage, we aim at presenting our real-time implementation results carried out at KU Leuven-ESAT-STADIUS and provide an evaluation test bed through which users can assess the merits of our recently-proposed algorithms for speech enhancement for distributed speech enhancement with multiple microphone arrays in a realistic environment.
Put on your headphones while watching!
BB2 in Action
30 September 2016
BB2 is a two-wheel balancing robot designed for facilitating the teaching and learning of state feedback controllers.
BB2 is an example of what can be done when we combine mechanical design, electronics, programming, wireless communication, mathematical modelling and Kalman filtering with the power of control theory!
- Methods and Algorithms for Advanced Process Control
- Systems and Control theory