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Computer Science
Control Systems
Control Systems
1. Introduction to Control Systems
2. Mathematical Foundations
3. Mathematical Modeling of Dynamic Systems
4. Time-Domain Analysis
5. Stability Analysis
6. Root Locus Method
7. Frequency-Domain Analysis
8. Control System Design
9. State-Space Analysis
10. State-Space Design
11. Digital Control Systems
12. Nonlinear Control Systems
13. Advanced Control Topics
State-Space Design
State Feedback Control
State Feedback Structure
Pole Placement Design
Design Procedure
Controllability Requirement
Ackermann's Formula
Linear Quadratic Regulator
Performance Index
Optimal Control Law
Riccati Equation
Observer Design
Full-Order Observers
Luenberger Observer
Observer Design Procedure
Observer Pole Placement
Reduced-Order Observers
Design Procedure
Advantages
Observer-Based Control
Separation Principle
Combined Controller-Observer Design
Optimal Control
Performance Indices
Quadratic Performance Index
Minimum Time Control
Minimum Energy Control
Linear Quadratic Regulator Design
Problem Formulation
Solution Method
Design Trade-offs
Linear Quadratic Gaussian Control
Stochastic Systems
Kalman Filter
LQG Design
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11. Digital Control Systems