Autonomic Complex Communication Networks, Signals and Systems
Advanced Autonomous model-based operation of industrical process systems
Data based modeling of complex, networked and structured systems
Sustainable optimization based process control
Highly-complex and networked control systems
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
Performance oriented training signal design for MIMO communication systems