What Is Adaptive Control? / 1: |
Introduction |
Linear Feedback |
Effects of Process Variation |
Adaptive Schemes |
The Adaptive Control Problem |
Applications |
Conclusions |
Problems |
References |
Real-Time Parameter Estimation / 2: |
Least Squares and Regression Models |
Estimating Parameters in Dynamical Systems |
Experimental Conditions |
Simulation of Recursive Estimation |
Prior Information |
Deterministic Self-Tuning Regulators / 3: |
Pole Placement Design |
Indirect Self-tuning Regulators |
Continuous-Time Self-tuners |
Direct Self-tuning Regulators |
Disturbances with Known Characteristics |
Stochastic And Predictive Self-Tuning Regulators / 4: |
Design of Minimum-Variance and Moving-Average Controllers |
Stochastic Self-Tuning Regulators |
Unification of Direct Self-tuning Regulators |
Linear Quadratic STR |
Adaptive Predictive Control |
Model-Reference Adaptive Systems / 5: |
The MIT Rule |
Determination of the Adaptation Gain |
Lyapunov Theory |
Design of MRAS Using Lyapunov Theory |
Bounded-Input, Bounded-Output Stability |
Applications to Adaptive Control |
Output Feedback |
Relations between MRAS and STR |
Nonlinear Systems |
Properties Of Adaptive Systems / 6: |
Nonlinear Dynamics |
Adaptation of a Feedforward Gain |
Analysis of Indirect Discrete-Time Self-tuners |
Stability of Direct Discrete-Time Algorithms |
Averaging |
Application of Averaging Techniques |
Averaging in Stochastic Systems |
Robust Adaptive Controllers |
Stochastic Adaptive Control / 7: |
Multistop Decision Problems |
The Stochastic Adaptive Problem |
Dual Control |
Suboptimal Strategies |
Examples |
Auto-Tuning / 8: |
PID Control |
Auto-Tuning Techniques |
Transient Response Methods |
Methods Based on Relay Feedback |
Relay Oscillations |
Gain Scheduling / 9: |
The Principle |
Design of Gain-Scheduling Controllers |
Nonlinear Transformations |
Applications of Gain Scheduling |
Robust And Self-Oscillating Systems / 10: |
Why Not Adaptive Control? |
Robust High-Gain Feedback Control |
Self-oscillating Adaptive Systems |
Variable-Structure Systems |
Practical Issues And Implementation / 11: |
Controller Implementation |
Controller Design |
Solving the Diophantine Equation |
Estimator Implementation |
Square Root Algorithms |
Interaction of Estimation and Control |
Prototype Algorithms |
Operational Issues |
Commercial Products And Applications / 12: |
Status of Applications |
Industrial Adaptive Controllers |
Some Industrial Adaptive Controllers |
Process Control |
Automobile Control |
Ship Steering |
Ultrafiltration |
Perspectives On Adaptive Control / 13: |
Adaptive Signal Processing |
Extremum Control |
Expert Control Systems |
Learning Systems |
Future Trends |
Index |
What Is Adaptive Control? / 1: |
Introduction |
Linear Feedback |
Effects of Process Variation |
Adaptive Schemes |
The Adaptive Control Problem |