Hardware Architectures of the QR-Decomposition Based on a Givens Rotation Technique
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Author:
Соколовский, Алексей Владимирович
Вейсов, Евгений Алексеевич
Тяпкин, Валерий Николаевич
Дмитрий, Дмитриевич Дмитриев
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Научно-исследовательская часть
Date:
2019-11Journal Name:
Journal of Siberian Federal University - Mathematics and PhysicsJournal Quartile in Scopus:
Q3Journal Quartile in Web of Science:
без квартиляBibliographic Citation:
Соколовский, Алексей Владимирович. Hardware Architectures of the QR-Decomposition Based on a Givens Rotation Technique [Текст] / Алексей Владимирович Соколовский, Евгений Алексеевич Вейсов, Валерий Николаевич Тяпкин, Дмитриевич Дмитриев Дмитрий // Journal of Siberian Federal University - Mathematics and Physics: Mathematics and Physics. — 2019. — Т. 12 (№ 5). — С. 606-613Abstract:
The fixed-point hardware architecture of the QR decomposition is constrained by a several issues that leads to decrease of a compute accuracy depending on a matrix size. In this article described the hardware architectures based on CORDIC algorithm and approximation functions. As a basis technique is used a Givens rotation technique, because it is a most suitable technique for hardware implementation. © Siberian Federal University. All rights reserved.