Title :
QR-decomposition architecture based on two-variable numeric function approximation
Author :
Rust, Jochen ; Ludwig, Frank ; Paul, Steffen
Author_Institution :
Inst. of Electrodynamics & Microelectron., Univ. of Bremen, Bremen, Germany
Abstract :
This paper presents a new approach for hardware-based QR-decomposition using an efficient computation scheme of the Givens-Rotation. In detail, the angle of rotation and its application to the Givens-Matrix are processed in a direct, straightforward manner. High-performance signal processing is achieved by piecewise approximation of the arctangent and sine function. In order to identify appropriate function approximations, several designs with varying constraints are automatically generated and analyzed. Physical and logical synthesis is performed in a 130 nm CMOS-technology. The application of our proposal in a multi-antenna mobile communication scenario highlights our work to be very efficient in terms of calculation accuracy and computation performance.
Keywords :
function approximation; matrix decomposition; signal processing; CMOS-technology; Givens-matrix; Givens-rotation; QR-decomposition architecture; arctangent function; high-performance signal processing; piecewise approximation; sine function; two-variable numeric function approximation; Accuracy; Bit error rate; Computer architecture; Function approximation; MIMO; Signal processing; Givens-Rotation; QR-decomposition; VLSI; numeric function approximation; two-variable;
Conference_Titel :
Design, Automation & Test in Europe Conference & Exhibition (DATE), 2015
Conference_Location :
Grenoble
Print_ISBN :
978-3-9815-3704-8