AE8803: Intelligent Cyber-Physical Systems, Spring 2023

Cource Description

This course will cover several recent advancements in cyber-physical systems (CPS) and intelligent control. Topics will include core principles of CPS, differential equations to model physical processes, graph theory and CPS communication structures, control loops, intelligent control, game theoretic frameworks for security, control and estimation over lossy and attacked networks, intrusion and fault detection, differential and temporal logic for safety of execution, machine learning. Tentative Syllabus: Here

Instructor

Prof. Kyriakos G. Vamvoudakis
Montgomery Knight Building, Office 415-B,
The Daniel Guggenheim School of Aerospace Engineering,
Georgia Tech, Atlanta,
GA 30313 USA
E-mail: kyriakos at gatech.edu
Website: http://kyriakos.ae.gatech.edu/
Telephone: +1 (404)-385-3342

Office Hours

TThu, 11:00am - 12:30pm, Montgomery Knight Building, Office 415-B

Please email or phone me in advance to schedule for an appointment. If you have any questions about the course, please send me email. I will try to respond as quickly as possible. Additionally, I will share questions that are particularly good (and their answers) with the rest of the class by broadcasting my answer to the entire class. If you plan to come to office hours for questions about homework, please be prepared to show attempts at solving the problem that you prepared before coming.

Lecture Time and Place

TThu, 8:00am - 9:15am, J. Erskine Love Manufacturing 184

Course Credit

Units: 3

Prerequisites

Competency in linear algebra, probability, and understanding of model (state-space) control theory.

Textbooks

There is no required text. The instructor will provide notes and research papers.

Website

The website for this course will be maintained on Canvas and here.