DocumentCode
2011698
Title
QRD and SVD processor design based on an approximate rotations algorithm
Author
Dickson, K. ; Liu, Z. ; McCanny, J.
Author_Institution
Inst. of Electron., Commun. & Inf. Technol., Queen´´s Univ., Belfast, UK
fYear
2004
fDate
13-15 Oct. 2004
Firstpage
42
Lastpage
47
Abstract
A silicon implementation of the approximate rotations algorithm capable of carrying the computational load of algorithms such as QRD and SVD, within the real-time realisation of applications such as adaptive beamforming, is described. A modification to the original approximate rotations algorithm to simplify the method of optimal angle selection is proposed. Analysis shows that fewer iterations of the approximate rotations algorithm are required compared with the conventional CORDIC algorithm to achieve similar degrees of accuracy. The silicon design studies undertaken provide direct practical evidence of superior performance with the approximate rotations algorithm, requiring approximately 40% of the total computation time of the conventional CORDIC algorithm, for a similar silicon area cost.
Keywords
approximation theory; array signal processing; digital signal processing chips; iterative methods; optimisation; real-time systems; singular value decomposition; QRD algorithm; SVD algorithm; adaptive beamforming; approximate rotations algorithm; computational load; iterations; optimal angle selection; performance; processor design; real-time applications; silicon implementation; Algorithm design and analysis; Array signal processing; Costs; Hardware; Information technology; Least squares approximation; Matrix decomposition; Process design; Signal processing algorithms; Silicon;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing Systems, 2004. SIPS 2004. IEEE Workshop on
Print_ISBN
0-7803-8504-7
Type
conf
DOI
10.1109/SIPS.2004.1363022
Filename
1363022
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