DocumentCode
1941629
Title
A systolic implementation of the Jacobi algorithm
Author
Lam, Stephen P S
Author_Institution
Sch. of Electron. Eng., Birmingham Univ., UK
fYear
1991
fDate
14-17 Apr 1991
Firstpage
1021
Abstract
An annihilation ordering scheme for the Jacobi algorithm and a belt structured systolic array are presented. The scheme allows a square matrix of length n to enter by rows directly to the array. The belt structure of the array performs n /2 elementary plane rotations simultaneously and permutes data rows automatically and cyclically. Thus, the computation is only repeated itself after n (n -1)/2 rotations. Data communication within the array is local and regular. The on-the-fly computation will be terminated when the desired numerical precision is met, with no consultation from the peripherals throughout
Keywords
matrix algebra; parallel algorithms; systolic arrays; Jacobi algorithm; annihilation ordering scheme; belt structured systolic array; data communication; data rows; numerical precision; on-the-fly computation; parallel algorithm; plane rotations; signal processing; square matrix; Belts; Computer architecture; Concurrent computing; Data communication; Jacobian matrices; Matrix decomposition; Signal processing algorithms; Symmetric matrices; Systolic arrays; Throughput;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 1991. ICASSP-91., 1991 International Conference on
Conference_Location
Toronto, Ont.
ISSN
1520-6149
Print_ISBN
0-7803-0003-3
Type
conf
DOI
10.1109/ICASSP.1991.150516
Filename
150516
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