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Infinite-Horizon LQ Control: Solution & Example
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Linear Quadratic (LQ) Optimal Control: Proof of Theorem
Covers the proof of the recursive formula for the optimal gains in LQ control over a finite horizon.
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.
Multivariable Control: Weight Design and Stability Analysis
Explores weight design and stability analysis in multivariable control systems, emphasizing Lyapunov theory and LQR stability.
Nonlinear Model Predictive Control
Explores Nonlinear Model Predictive Control, covering stability, optimality, pitfalls, and examples.
Linear Quadratic Optimal Control: Analysis and Solution
Explores Linear Quadratic optimal control, analyzing cost, and presenting the solution to the FH-LQ problem.
Controllability and Reachability
Explores reachability and controllability in multivariable control systems, discussing tests, proofs, and their implications.
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Covers the design and analysis of multivariable control systems, focusing on stability and zero steady-state tracking error.
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Explores learning and control for complex systems, addressing challenges and opportunities in technology and interdisciplinary research.
Multivariable Control: Linear Quadratic Gaussian Control
Explores linear quadratic Gaussian control and the challenges of modeling errors in control systems.
Multivariable Control: System Theory and Applications
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