Title :
Optimized Math Functions for a Fixed-Point DSP Architecture
Author :
Lenzi, Karlo Gusso ; Saotome, Osamu
Author_Institution :
Univ. Estadual de Campinas (Unicamp), Campinas
Abstract :
This paper presents a method for implementing several high-performance math functions through polynomial approximation on the fixed-point Blackfin ADSP-BF533 architecture. We present a strategy to overcome the performance given by the Blackfin ´s C library using a fast emulated floating-point format. We also discuss the methods applied to generate the polynomial approximation for the sine, logarithmic, and exponential functions, as well as the optimization schemes used to implement these functions. This work contributed to a maximum cycle reduction of 85% over the standard math library.
Keywords :
digital signal processing chips; fixed point arithmetic; polynomial approximation; C library; fast emulated floating-point format; fixed-point Blackfin ADSP-BF533 architecture; fixed-point DSP architecture; math functions; polynomial approximation; Application software; Computer architecture; Costs; Digital signal processing; Dynamic range; Energy consumption; Floating-point arithmetic; Libraries; Optimization methods; Polynomials;
Conference_Titel :
Computer Architecture and High Performance Computing, 2007. SBAC-PAD 2007. 19th International Symposium on
Conference_Location :
Rio Grande do Sul
Print_ISBN :
978-0-7695-3014-7
DOI :
10.1109/SBAC-PAD.2007.9