Abstract
This paper provides a formulation of a tractable error system of an adaptive algorithm for output error identification of the parameters of a tapped lattice model of a linear, infinite-impulse-response (IIR) plant. This algorithm is an attractive solution to the underlying output error problem due to (i) the simplicity of its crucial stability check and maintenance procedure for the adapted IIR parameterization and (ii) the numerical insensitivity properties of the lattice structure. Our error system reformulation allows proof of this adaptive tapped lattice identifier's local convergence and robustness with the use of nonlinear stability theory that has been fashioned elsewhere for analysis of other adaptive systems. Reproducible simulation evidence is presented that supports such results.
| Original language | English |
|---|---|
| Pages (from-to) | 315-320 |
| Number of pages | 6 |
| Journal | IFAC Proceedings Series |
| Volume | 1 |
| Issue number | 8 |
| Publication status | Published - 1989 |
| Externally published | Yes |
| Event | Eighth IFAC/IFORS Symposium on Identification and System Parameter Estimation 1988. Part 1 - Beijing, China Duration: 27 Aug 1988 → 31 Aug 1988 |