The block regularised parameter estimator and its parallelisation
type: Item
instance of: scholarly article
title: The block regularised parameter estimator and its parallelisation
zbMATH Open document ID: 0837.93045
DOI: 10.1016/0005-1098(95)00015-O
author: Jiří Kadlec
author: F. M. F. Gaston
author: George W. Irwin
published in: Automatica
publication date: 1996-05-14T00:00:00Z
review text: A new block regularised parameter estimator that is compatible with the requirements for implementation on a systolic architecture is presented. The array provides either the prediction error or the filtration error. It is shown that the processor utilisation of the proposed architecture is close to 100\%, that there are no global connections, and that data take only one direction in any given link. The proposed parameter estimator offers significant potential for adaptive control applications, particularly in the real-time domain.
Mathematics Subject Classification ID: 93C83
Mathematics Subject Classification ID: 65Y05
Mathematics Subject Classification ID: 93B30
zbMATH DE Number: 806697
zbMATH Keywords: estimation
zbMATH Keywords: parameter estimator
zbMATH Keywords: systolic architecture
zbMATH Keywords: adaptive control
reviewed by: Ioan Dumitrache
MaRDI profile type: Publication
cites work: Factorization methods for discrete sequential estimation
cites work: Systolic approach to square root information Kalman filtering
cites work: Restricted exponential forgetting in real-time identification
cites work: On a general concept of forgetting
cites work: Adaptation and tracking in system identification - a survey
cites work: Q3342413
cites work: Q3361800
cites work: Transputer implementation of Kalman filters
cites work: Recursive forgetting algorithms
cites work: Bayesian system identification
cites work: Q4026823
full work available at URL: 0005-1098(95)00015-o
OpenAlex ID: W2090523824
Recommended article: Q4361278
Recommended article: A revisit to block and recursive least squares for parameter estimation
Recommended article: Q4791954
Recommended article: Parallel block coordinate minimization with application to group regularized regression
Recommended article: A parallel implementation for parameter estimation with implicit models
Recommended article: Parallel maximum likelihood estimator for multiple linear regression models
Recommended article: Parallel restricted maximum likelihood estimation for linear models with a dense exogenous matrix
Recommended article: Parallel random block-coordinate forward-backward algorithm: a unified convergence analysis
Recommended article: Q5325803
Recommended article: On shrinkage least squares estimation in a parallelism problem
description: scientific article; zbMATH DE number 806697