Overview of Classical Control Theory: System Modeling; Transfer Function; Stability;Transient and Steady-State Responses; Frequency Response; Graphical Methods; PID Control; Lead-Log Control; System Identification
Digital Control Theory: Sampling; Discrete-Time Modeling; Zero-Order Hold Circuit; Pulse Transfer Function; Response Analysis; Position and Velocity Algorithms; Direct Design of Digital Control Algorithm
State-Space Control Theory: State-Space Modeling; State-Space Representation; Transfer Function; Stability; Controllability and Observability; Regulator Design; Observer Design; Compensator Design by the Separation Principle
Optimal Control Theory: Linear Quadratic Regulator; Random Processes; Kalman Filters: Optimal Observers; Linear Quadratic Gaussian Control: The Separation Theorem
Recommended Books:
- Modern Control Engineering, Katsuhiko Ogata, PHI Learning, 2010.
- Discrete-Time Control Systems, Katsuhiko Ogata, PHI Learning, 2011
- Automatic Control Systems. FaridGolnaraghi, Benjamin C. Kuo, Wiley, 2007.
- Frequency-Domain Analysis and Design of Distributed Control Systems (eBook), Yu-Ping Tian, Wiley, 2012.
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