Adaptive Lookup Tables
Lookup tables are one way to capture the dynamic behavior of a physical (mechanical, electronic, software) system. Static lookup tables establish a permanent mapping of the input-output behavior of a physical system. However, the behavior of actual physical systems often varies with time due to wear, environmental conditions, and manufacturing tolerances. Adaptive lookup tables incorporate the time-varying behavior of physical plants into generation and maintenance of the lookup table. For details, see What are Adaptive Lookup Tables?.
|Adaptive Lookup Table (1D Stair-Fit)||One-dimensional adaptive table lookup|
|Adaptive Lookup Table (2D Stair-Fit)||Two-dimensional adaptive table lookup|
|Adaptive Lookup Table (nD Stair-Fit)||Adaptive lookup table of arbitrary dimension|
- What are Adaptive Lookup Tables?
Difference between static and adaptive lookup tables.
- Building Models Using Adaptive Lookup Table Blocks
Simulink® Design Optimization™ software provides blocks for modeling systems as adaptive lookup tables.
- Model Engine Using n-D Adaptive Lookup Table
Modeling a system using Adaptive Lookup Table.
- Selecting an Adaptation Method
Details about the
Sample Mean with Forgettingadaptation methods.
- Using Adaptive Lookup Tables in Real-Time Environment
Application of adaptive lookup tables in real-time.