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University of California, Santa Cruz

Cyber-Physical Systems: Modeling and Simulation

University of California, Santa Cruz via Coursera

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Overview

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Cyber-physical systems (CPS for short) combine digital and analog devices, interfaces, networks, computer systems, and the like, with the natural and man-made physical world. The inherent interconnected and heterogeneous combination of behaviors in these systems makes their analysis and design an exciting and challenging task. CPS: Modeling and Simulation provides you with an introduction to modeling and simulation of cyber-physical systems. The main focus is on models of physical process, finite state machines, computation, converters between physical and cyber variables, and digital networks. The instructor of this course is Ricardo Sanfelice (https://hybrid.soe.ucsc.edu), Associate Professor in the Department of Computer Engineering at the University of California Santa Cruz.

Syllabus

  • Basic Modeling Concepts: Discrete-time and Continuous-Time Systems
  • Modeling Cyber Components: Finite State Machines, Computations, Algorithms, and a First CPS Model
  • Modeling Interfaces for Cyber-Physical Systems: Conversion, Networks, and Complete CPS Models
  • Trajectories in CPS and Simulations: Time Domains, Executions, and Complete CPS Models

Taught by

Ricardo Sanfelice

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Reviews

4.5 rating at Coursera based on 47 ratings

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