MAE509 (LMIs in Control): Lecture 7, part B - The Laplace Transform and the H_2/H_infty Signal Norms
MAE509 (LMIs in Control): Lecture 17, part B - The Dark Art of the Positivstellensatz
MAE509 (LMIs in Control): Lecture 7, part D - Passivity, H_2 norm, and the Small-Gain Theorem
MAE509 (LMIs in Control): Lecture 7, part C - The KYP Lemma
MAE509 (LMIs in Control): Lecture 7, part A - System and Signal spaces and Norms
MAE509 (LMIs in Control): Lecture 6, part C - Discrete-Time Observers
MAE509 (LMIs in Control): Lecture 16, part C - Solving SOS problems using LMIs
MAE509 (LMIs in Control): Lecture 2, part B - A Minicourse on Optimization
MAE509 (LMIs in Control): Lecture 16, part B - Sum-of-Squares (SOS)
MAE509 (LMIs in Control): Lecture 8, part B - The Linear Fractional Transformation
MAE509 (LMIs in Control): Lecture 15, part B - Stability of Nonlinear Systems
MAE509 (LMIs in Control): Lecture 11, part B - H2 optimal Full State Feedback and Connection to LQR
MAE509 (LMIs in Control): Lecture 14, part B - LMIs for Robust Stability and Control using the LFT
MAE509 (LMIs in Control): Lecture 5, part B - The Controllability Ellipsoid and Stabilization LMI
MAE509 (LMIs in Control): Lecture 8, part A - The Optimal Control Framework
MAE509 (LMIs in Control): Lecture 16, part A - Optimization of Polynomials
MAE509 (LMIs in Control): Lecture 13, part B - LMIs for Quadratic Stability and Stabilization
MAE509 (LMIs in Control): Lecture 17, part A - Local Polynomial Positivity and the Cone of Inference
MAE509 (LMIs in Control): Lecture 11, part C - H2-Optimal Dynamic Output Feedback and Kalman Filters
Convergence and Sample Complexity of Gradient Methods for the Model-Free Linear Quadratic Regulator