Projects
Research on electronic circuits for intelligent 3D-camera pixels. Vrije Universiteit Brussel
Real-time monitoring of the remaining useful life of an electronic system based on digital twin concepts KU Leuven
The aim of this PhD is to develop methodologies to help predicting the remaining useful life (RUL) of electronic systems based on the digital twin concept. It has been shown for structural dynamics applications that virtual sensing via combination of physics-based reduced order models and Kalman Filtering techniques lead to robust Digital Twin concepts. Modelling errors and sensor noise can be compensated via Kalman Filtering. Load and ...
Design and design automation of analog and mixed-signal integrated circuits KU Leuven
Microelectronic/nanoelectronic integrated circuits are the underlying technology for the many ICT applications that increasingly impact our daily lives: computing, communication, multimedia, entertainment, transport, healthcare, etc. While more and more applications are becoming digital in nature, analog and mixed analog-digital integrated circuits remain an essential part in electronic systems for the countless applications that interact ...
Design of limited reference perceptual metrics for the analysis of quality of image and videa material Vrije Universiteit Brussel
- Compression of the necessary image properties using dimension reduction and sensitivity analysis;
- Combining the different part metrics to a single limited-reference (BR) quality metrics for automatic quality monitoring.
Design Automation and Exploration for Energy Efficient Machine Learning SoCs and Chiplets KU Leuven
The state-of-the-art research for artificial intelligence (AI) aims to bring these power hungry algorithms into edge computing. This necessitates ultra-low energy computing despite requiring complex heterogenous systems. To find the best designs, we need several prototyping of system-on-chips (SoC) architectures. To pave the way for fast experimentation, this research work aims to explore novel algorithms, a library of energy efficient ...
Strategic Research Programme: Center for model-based system improvement - From Computer-Aided Engineering to Model-Aided Engineering Vrije Universiteit Brussel
Strategic Research Programme: Processing of large scale multi-dimensional, multi-spectral, multi-sensorial and distributed data (M³D²) Vrije Universiteit Brussel
A combined GP-GPU/FPGA desktop system for accelerating image processing application (GUDI). Vrije Universiteit Brussel
Distributed Signal Processing Algorithms for Multi-Task Wireless Acoustic Sensor Networks KU Leuven
Recent technological advances in analogue and digital electronics as well as in hardware miniaturization have taken wireless sensing devices to another level by introducing low-power communication protocols, improved digital signal processing capabilities and compact sensors. When these devices perform a certain pre-defined signal processing (SP) task such as the estimation or detection of phenomena of interest, a cooperative scheme through ...