Autonomic Complex Communication Networks, Signals and Systems


Advanced Autonomous model-based operation of industrical process systems

Data Based Modeling of Complex Systems

Data based modeling of complex, networked and structured systems


Sustainable optimization based process control


Highly-complex and networked control systems

Identification and Modeling - Limitations and Networks

Networked systems pervade many of todays technologies such as the Internet, power distribution grids and process manufacturing. While this important area is currently receiving ample attention in many research communities, not so much attention has been devoted from modeling and, especially, identification perspectives. Since models that capture the essential characteristics of a system generally form the backbone for analysis and synthesis, this is a shortcoming that risk to impair the developments in the field.


Limitations, Estimation, Adaptivity, Reinforcement, Networks in System Identification

MIMO signal design

Performance oriented training signal design for MIMO communication systems