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Control Theory Fundamentals
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Related lectures (30)
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Infinite-Horizon LQ Control: Solution & Example
Explores Infinite-Horizon Linear Quadratic (LQ) optimal control, emphasizing solution methods and practical examples.
Stability: Poles, Zeros, and Control
Covers stability, poles, zeros, and control in dynamic systems, emphasizing the importance of observability.
Linear Control Systems
Covers the reduction of complex systems to linear situations and controllability conditions.
Nonlinear Model Predictive Control
Explores Nonlinear Model Predictive Control, covering stability, optimality, pitfalls, and examples.
Balanced Realization: SISO Case
Covers the concept of balanced realization in the SISO case, focusing on system observability and controllability.
Linear Quadratic Optimal Control: Theory and Applications
Explores Linear Quadratic optimal control theory, covering FH-LQ and IH-LQ problems and the importance of observability in control systems.
Fault Simulation and Testability Analysis
Covers fault simulation, testability analysis, and fault list generation in VLSI systems.
SISO Polynomial Controllers: Sylvester Matrix, Internal Model Principle
Covers the design of SISO polynomial controllers using concepts such as the Sylvester matrix and model matching.
Multivariable Control: Weight Design and Stability Analysis
Explores weight design and stability analysis in multivariable control systems, emphasizing Lyapunov theory and LQR stability.
Symmetric Matrices and Quadratic Forms
Explores symmetric matrices, diagonalization, and quadratic forms properties.