7 search results - page 1 / 2 » Convergence of HLS estimation algorithms for multivariable A... |
AMC
2007
13 years 11 months ago
2007
A hierarchical least squares (HLS) algorithm is derived in details for identifying MIMO ARX-like systems based on the hierarchical identification principle. It is shown that the ...
ICRA
2008
IEEE
14 years 5 months ago
2008
IEEE
Abstract— In order to reduce computational burden of identification methods for multivariable systems, a hierarchical least squares (HLS) algorithm is developed. The basic idea ...
CMA
2010
13 years 8 months ago
2010
AUTOMATICA
2005
13 years 10 months ago
2005
This paper examines the problem of estimating linear time-invariant state-space system models. In particular it addresses the parametrization and numerical robustness concerns tha...
CDC
2010
IEEE
13 years 5 months ago
2010
IEEE
Abstract-- Identification of output error models from frequency domain data generally results in a non-convex optimization problem. A well-known method to approach the output error...