Building effective CPS of the future require multi-disciplinary skills. In particular, the confluence of real-time computing, wireless sensor networks, control theory, signal processing and embedded systems are required to create these new systems. This course will cover some basic material from these areas, but focus on advanced research papers related to CPS.
Curriculum
teacher profile teaching materials
- Modeling CPS
- Communication standards and technologies for CPS
- Real time system
- Advanced data fusion model: inference techniques
- Fault diagnosis: model based detection-isolation-identification of anomalies
- Model based anomaly detection for cyber attacks
Scientific papers
Mutuazione: 20802136 CYBER PHYSICAL SYSTEMS in Ingegneria gestionale e dell'automazione LM-32 N0 CAVONE GRAZIANA
Programme
- Introduction to CPS: applications and evolution- Modeling CPS
- Communication standards and technologies for CPS
- Real time system
- Advanced data fusion model: inference techniques
- Fault diagnosis: model based detection-isolation-identification of anomalies
- Model based anomaly detection for cyber attacks
Core Documentation
Notes of the courseScientific papers
Type of delivery of the course
The agenda of the course includes both traditional lectures and classroom and laboratory exercises on problems regarding the definition and design of Cyber-Physical Systems.Attendance
Although not mandatory, attendance is strongly recommended in consideration of the strong link existing between the theoretical part of the subject matter and the applications.Type of evaluation
Written test, oral test, project evaluation, test in itinere. teacher profile teaching materials
- Modeling CPS
- Communication standards and technologies for CPS
- Real time system
- Advanced data fusion model: inference techniques
- Fault diagnosis: model based detection-isolation-identification of anomalies
- Model based anomaly detection for cyber attacks
Scientific papers
Mutuazione: 20802136 CYBER PHYSICAL SYSTEMS in Ingegneria gestionale e dell'automazione LM-32 N0 CAVONE GRAZIANA
Programme
- Introduction to CPS: applications and evolution- Modeling CPS
- Communication standards and technologies for CPS
- Real time system
- Advanced data fusion model: inference techniques
- Fault diagnosis: model based detection-isolation-identification of anomalies
- Model based anomaly detection for cyber attacks
Core Documentation
Notes of the courseScientific papers
Type of delivery of the course
The agenda of the course includes both traditional lectures and classroom and laboratory exercises on problems regarding the definition and design of Cyber-Physical Systems.Attendance
Although not mandatory, attendance is strongly recommended in consideration of the strong link existing between the theoretical part of the subject matter and the applications.Type of evaluation
Written test, oral test, project evaluation, test in itinere.