Optimal Control, Guidance and Estimation

Optimal Control, Guidance and Estimation

aerospace engineering via YouTube Direct link

Mod-05 Lec-10 Linear Quadratic Regulator (LQR) -- I

10 of 40

10 of 40

Mod-05 Lec-10 Linear Quadratic Regulator (LQR) -- I

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Classroom Contents

Optimal Control, Guidance and Estimation

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  1. 1 Mod-01 Lec-01 Introduction, Motivation and Overview
  2. 2 Mod-01 Lec-02 Overview of SS Approach and Matrix Theory
  3. 3 Mod-01 Lec-03 Review of Numerical Methods
  4. 4 Mod-02 Lec-04 An Overview of Static Optimization -- I
  5. 5 Mod-02 Lec-05 An Overview of Static Optimization -- II
  6. 6 Mod-03 Lec-06 Review of Calculus of Variations -- I
  7. 7 Mod-03 Lec-07 Review of Calculus of Variations -- II
  8. 8 Mod-03 Lec-08 Optimal Control Formulation Using Calculus of Variations
  9. 9 Mod-04 Lec-09 Classical Numerical Methods to Solve Optimal Control Problems
  10. 10 Mod-05 Lec-10 Linear Quadratic Regulator (LQR) -- I
  11. 11 Mod-05 Lec-11 Linear Quadratic Regulator (LQR) -- II
  12. 12 Mod-05 Lec-12 Linear Quadratic Regulator (LQR) -- III
  13. 13 Mod-05 Lec-13 Linear Quadratic Regulator (LQR) -- III
  14. 14 Mod-06 Lec-14 Discrete-time Optimal Control
  15. 15 Mod-07 Lec-15 Overview of Flight Dynamics -- I
  16. 16 Mod-07 Lec-16 Overview of Flight Dynamics -- II
  17. 17 Mod-07 Lec-17 Overview of Flight Dynamics -- III
  18. 18 Mod-08 Lec-18 Linear Optimal Missile Guidance using LQR
  19. 19 Mod-09 Lec-19 SDRE and θ -- D Designs
  20. 20 Mod-10 Lec-20 Dynamic Programming
  21. 21 Mod-10 Lec-21 Approximate Dynamic Progr (ADP),Adaptive Critic (AC)
  22. 22 Mod-11 Lec-22 Transcription Method to Solve Optimal Control Problems
  23. 23 Mod-11 Lec-23 Model Predictive Static Programming (MPSP) and Optimal Guidance of Aerospace Vehicles
  24. 24 Mod-11 Lec-24 MPSP for Optimal Missile Guidance
  25. 25 Mod-11 Lec-25 Model Predictive Spread Control (MPSC) and Generalized MPSP (G-MPSP) Designs
  26. 26 Mod-12 Lec-26 Linear Quadratic Observer & An Overview of State Estimation
  27. 27 Mod-12 Lec-27 Review of Probability Theory and Random Variables
  28. 28 Mod-12 Lec-28 Kalman Filter Design -- I
  29. 29 Mod-12 Lec-29 Kalman Filter Design -- II
  30. 30 Mod-12 Lec-30 Kalman Filter Design -- III
  31. 31 Mod-13 Lec-31 Integrated Estimation, Guidance & Control -- I
  32. 32 Mod-13 Lec-32 Integrated Estimation, Guidance & Control -- II
  33. 33 Mod-14 Lec-33 LQG Design; Neighboring Optimal Control & Sufficiency Condition
  34. 34 Mod-15 Lec-34 Constrained Optimal Control -- I
  35. 35 Mod-15 Lec-35 Constrained Optimal Control -- II
  36. 36 Mod-15 Lec-36 Constrained Optimal Control -- III
  37. 37 Mod-16 Lec-37 Optimal Control of Distributed Parameter Systems -- I
  38. 38 Mod-16 Lec-38 Optimal Control of Distributed Parameter Systems -- II
  39. 39 Mod-17 Lec-39 Take Home Material: Summary -- I
  40. 40 Mod-17 Lec-40 Take Home Material: Summary -- I

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