Title :
Systolic array for recursive least-squares minimisation
Author_Institution :
Royal Signals & Radar Establishment, Malvern, UK
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;
Journal_Title :
Electronics Letters
DOI :
10.1049/el:19830496