DocumentCode
3241550
Title
A systematic partitioning approach for LS and SVD problems to fixed size arrays with constraints
Author
Lorenzelli, Flavio ; Yao, Kung
Author_Institution
Dept. of Electr. Eng., California Univ., Los Angeles, CA, USA
Volume
5
fYear
1992
fDate
23-26 Mar 1992
Firstpage
585
Abstract
Design methodologies which incorporate partitioning in the projection of an algorithm onto a physical array of processors are of theoretical and practical interest in systolic/wavefront designs. A systematic partitioning technique utilizing the integral matrix approach for designing fixed-size arrays with desired user-imposed constraints is presented. These include I/O and interconnection constraints to obtain efficient communication link properties. Applications to the QR algorithm for eigenvalue decomposition and least square problems are given
Keywords
array signal processing; eigenvalues and eigenfunctions; least squares approximations; matrix algebra; systolic arrays; DOA estimation; I/O constraints; LS problems; QR algorithm; SVD problems; eigenvalue decomposition; fixed size arrays; integral matrix approach; interconnection constraints; least square problems; signal processing; systematic partitioning approach; systolic designs; user-imposed constraints; wavefront designs; Algorithm design and analysis; Communication system control; Concurrent computing; Design methodology; Eigenvalues and eigenfunctions; Parallel processing; Partitioning algorithms; Processor scheduling; Signal processing; Very large scale integration;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 1992. ICASSP-92., 1992 IEEE International Conference on
Conference_Location
San Francisco, CA
ISSN
1520-6149
Print_ISBN
0-7803-0532-9
Type
conf
DOI
10.1109/ICASSP.1992.226552
Filename
226552
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