DocumentCode :
987912
Title :
Systolic array for recursive least-squares minimisation
Author :
McWhirter, J.G.
Author_Institution :
Royal Signals & Radar Establishment, Malvern, UK
Volume :
19
Issue :
18
fYear :
1983
Firstpage :
729
Lastpage :
730
Abstract :
A systolic array for performing recursive least-squares minimisation is described. It performs an orthogonal triangularisation of the data matrix using a sequence of Givens rotations, and generates the required residual without having to solve the associated triangular linear system by back-substitution. Since the back-substitution process may be ill conditioned and numerically unstable, the reliability and robustness of the method is greatly improved as a result, whilst the amount of circuitry and computation is reduced.
Keywords :
computerised signal processing; digital arithmetic; matrix algebra; minimisation; Givens rotations; computerised signal processing; data matrix; digital arithmetic; matrix algebra; orthogonal triangularisation; recursive least-squares minimisation; residual generation; systolic array;
fLanguage :
English
Journal_Title :
Electronics Letters
Publisher :
iet
ISSN :
0013-5194
Type :
jour
DOI :
10.1049/el:19830496
Filename :
4247999
Link To Document :
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