In this course concepts and techniques of optimal guidance, control and state estimation will be studied for aerospace vehicles (especially for aircrafts, launch vehicles and missiles). Discrete-time Optimal Control; Overview of Flight Dynamics; Optimal Missile Guidance; State Dependent...
In this course concepts and techniques of optimal guidance, control and state estimation will be studied for aerospace vehicles (especially for aircrafts, launch vehicles and missiles). Discrete-time Optimal Control; Overview of Flight Dynamics; Optimal Missile Guidance; State Dependent...
Mod-01 Lec-01 Introduction, Motivation and Overview
58mMod-01 Lec-02 Overview of SS Approach and Matrix Theory
58mMod-01 Lec-03 Review of Numerical Methods
58mMod-02 Lec-04 An Overview of Static Optimization -- I
56mMod-02 Lec-05 An Overview of Static Optimization -- II
58mMod-03 Lec-06 Review of Calculus of Variations -- I
59mMod-03 Lec-07 Review of Calculus of Variations -- II
59mMod-03 Lec-08 Optimal Control Formulation Using Calculus of Variations
1h 60 minMod-04 Lec-09 Classical Numerical Methods to Solve Optimal Control Problems
57mMod -05 Lec-10 Linear Quadratic Regulator (LQR) -- I
52mMod-05 Lec-11 Linear Quadratic Regulator (LQR) -- II
56mMod-05 Lec-12 Linear Quadratic Regulator (LQR) -- III
59mMod-05 Lec-13 Linear Quadratic Regulator (LQR) -- III
55mMod-06 Lec-14 Discrete-time Optimal Control
55mMod-07 Lec-15 Overview of Flight Dynamics -- I
54mMod-07 Lec-16 Overview of Flight Dynamics -- II
59mMod-07 Lec-17 Overview of Flight Dynamics -- III
58mMod-08 Lec-18 Linear Optimal Missile Guidance using LQR
1h 62 minMod-09 Lec-19 SDRE and - D Designs
1h 60 minMod-10 Lec-20 Dynamic Programming
58mMod-10 Lec-21 Approximate Dynamic Progr (ADP),Adaptive Critic (AC)
1h 60 minMod-11 Lec-22 Transcription Method to Solve Optimal Control Problems
59mMod-11 Lec-23 Model Predictive Static Programming (MPSP) and Optimal Guidance of Aerospace Vehicles
1h 60 minMod-11 Lec-24 MPSP for Optimal Missile Guidance
1h 61 minMod-11 Lec-25 Model Predictive Spread Control (MPSC) and Generalized MPSP (G-MPSP) Designs
57mMod-12 Lec-26 Linear Quadratic Observer & An Overview of State Estimation
53mMod-12 Lec-27 Review of Probability Theory and Random Variables
57mMod-12 Lec-28 Kalman Filter Design -- I
53mMod-12 Lec-29 Kalman Filter Design -- II
49mMod-12 Lec-30 Kalman Filter Design -- III
59mMod-13 Lec-31 Integrated Estimation, Guidance & Control -- I
1h 61 minMod-13 Lec-32 Integrated Estimation, Guidance & Control -- II
1h 60 minMod-14 Lec-33 LQG Design; Neighboring Optimal Control & Sufficiency Condition
55mMod-15 Lec-34 Constrained Optimal Control -- I
58mMod-15 Lec-35 Constrained Optimal Control -- II
59mMod-15 Lec-36 Constrained Optimal Control -- III
55mMod-16 Lec-37 Optimal Control of Distributed Parameter Systems -- I
57mMod-16 Lec-38 Optimal Control of Distributed Parameter Systems -- II
57mMod-17 Lec-39 Take Home Material: Summary -- I
57mMod-17 Lec-40 Take Home Material: Summary -- I
1h 62 min