Research is conducted in various areas as shown below.
Wireless technologies
Design of circuits and subsystems from RF through mmWave to Terahertz frequencies for 4G, 5G, B5G and 6G wireless communications, WLAN, WPT, RF-EMF exposure on DNA, mmWave and Terahertz communications, wireless sensors, Internet of Things (IoT), and biomedical applications.
A list of publications related to this research topic can be found at Google Scholar.
Computational Intelligence Systems
Research activities in this area are related to the concept of “Computational Intelligent Systems”. Research is based on the design, development and improvement of efficient learning-based algorithms/tools for various applications. More specifically, research is focused to intelligent analysis of data for modelling, classification, and control.
A list of publications related to this research topic can be found at Google Scholar.
Such activity is focused on specific areas:
Soft Computing Algorithms and Methodologies
- Non-Linear Modelling using Neural Networks, SVM and Hybrid soft-computing methodologies (incl. Neuro-fuzzy and Fuzzy-wavelet schemes)
- Data Mining and Machine Learning (incl. Deep Learning systems)
- Forecasting in Energy Systems
Image and Signal Analysis
- Biomedical Signal Processing (EEG, ECG)
- Biosensors (multispectral imaging, FTIR, electronic noses, Wireless Capsule Endoscopy)
- Chemometrics and Food Microbiology (Food Quality Safety)
- Image processing, Pattern Recognition
- Biomedical Image Processing / Diagnostic tools
- Medical applications of computational intelligence techniques
Robotics
- Learning Modelling and Control of Underwater Unmanned Vehicles (UUV)
- Intelligent Autonomous Robotic Vehicles
Participation in research projects:
- FREESUB-Autonomous Submarine for inspection and intervention
- IVP- Intracorporeal Videoprobe
- SYMBIOSIS-EU: Scientific synergism of nano-bio-info-cogni science for an integrated system to monitor meat quality and safety during production, storage, and distribution in the EU
Signals and systems
Theory of signals and systems for a wide range of engineering applications.
A list of publications related to this research topic can be found at Google Scholar.