It is not the purpose of this help to describe in detail all mentioned models and methods, but for further reading it is not a problem to find other links on the Internet.
Used models of systems
- ARX - AutoRegressive with eXogenous input
- ARMAX - AutoRegressive Moving Average with eXogenous input
- OE - Output Error
Used methods of identification
- RLS - Least Square Method
- RELS - Extended Least Square Method
- RIV - Instrumental Variable Method
- ERIV - Extended Instrumental Variable Method
- RPEM - Prediction Error Method
Forgetting modifications of methods
- exponential forgetting
- variable exponential forgetting
- fixed directional forgetting
- adaptive directional forgetting
- exponential forgetting matrix
- constant trace algorithm