DocumentCode :
2994790
Title :
Systolic array for recursive least squares by inverse iterations
Author :
McWhirter, J.G.
Author_Institution :
Defence Research Agency, Malvern, UK
fYear :
1993
fDate :
20-22 Oct 1993
Firstpage :
435
Lastpage :
443
Abstract :
A novel systolic array for implementing recursive least squares based on the method of inverse iterations is described. It is based on Givens rotations and takes the form of a relatively simple orthogonally connected array. Since the inverse iterations method involves a major computational feedback loop, the derivation of a pipelined processor array is highly non-trivial
Keywords :
covariance matrices; inverse problems; iterative methods; least squares approximations; parallel algorithms; pipeline arithmetic; recursive estimation; systolic arrays; Givens rotations; computational feedback loop; inverse iterations; orthogonally connected array; parallel implementation; pipelined processor array; recursive least squares; systolic array; Algorithm design and analysis; Feedback loop; Flow graphs; Jacobian matrices; Least squares methods; Pipeline processing; Resonance light scattering; Systolic arrays;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
VLSI Signal Processing, VI, 1993., [Workshop on]
Conference_Location :
Veldhoven
Print_ISBN :
0-7803-0996-0
Type :
conf
DOI :
10.1109/VLSISP.1993.404462
Filename :
404462
Link To Document :
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