JOURNAL ARTICLE

A floating-point CORDIC based SVD processor

Abstract

An SVD processor system is presented in which each processing element is implemented using a simple CORDIC unit. The internal recursive loop within the CORDIC module is exploited, with pipelining being used to multiplex the two independent microrotations onto a single CORDIC processor. This leads to a high performance and efficient hardware architecture. In addition, a novel method for scale factor correction is presented which only need be applied once at the end of the computation. This also reduces the computation time. The net result is an SVD architecture based on a conventional CORDIC approach, which combines high performance with high silicon area efficiency.

Keywords:
CORDIC Computer science Computation Parallel computing Singular value decomposition Floating point Computer hardware Computational science Fixed-point arithmetic Algorithm Field-programmable gate array

Metrics

11
Cited By
0.67
FWCI (Field Weighted Citation Impact)
15
Refs
0.70
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Numerical Methods and Algorithms
Physical Sciences →  Computer Science →  Computational Theory and Mathematics
Model Reduction and Neural Networks
Physical Sciences →  Physics and Astronomy →  Statistical and Nonlinear Physics
Digital Filter Design and Implementation
Physical Sciences →  Computer Science →  Signal Processing

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