DocumentCode
1670522
Title
Tradeoff of FPGA design of floating-point transcendental functions
Author
Muñoz, Daniel M. ; Sánchez, Diego F. ; Llanos, Carlos H. ; Ayala-Rincón, Mauricio
Author_Institution
Dept. de Eng. Mec., Univ. de Brasilia, Brasilia, Brazil
fYear
2009
Firstpage
239
Lastpage
242
Abstract
Several scientific applications need a high precision computation of transcendental functions. This paper presents a hardware implementation of a parameterizable floating-point library for computing sine, cosine and arctangent functions using both CORDIC algorithm and Taylor series expansion for different bit-width representations. The results include the accuracy as a design criterion of the proposed hardware architectures; therefore, a tradeoff analysis between the cost in area and the number of iterations against the error associated is done in order to choose a suitable format for computing transcendental functions. The proposed architectures were validated using the Matlab results as a statistical estimator in order to compute the Mean Square Error (MSE). Synthesis and simulation results demonstrate the correctness and effectiveness of the implemented hardware transcendental functions.
Keywords
field programmable gate arrays; floating point arithmetic; logic design; mean square error methods; CORDIC algorithm; FPGA design; Matlab results; Taylor series expansion; arctangent functions; bit-width representations; cosine functions; design criterion; floating-point transcendental functions; hardware architectures; hardware implementation; mean square error; parameterizable floating-point library; statistical estimator; tradeoff analysis; Accuracy; Algorithm design and analysis; Computer architecture; Field programmable gate arrays; Hardware; Read only memory; Taylor series;
fLanguage
English
Publisher
ieee
Conference_Titel
Very Large Scale Integration (VLSI-SoC), 2009 17th IFIP International Conference on
Conference_Location
Florianopolis
Print_ISBN
978-1-4577-0237-2
Type
conf
DOI
10.1109/VLSISOC.2009.6041365
Filename
6041365
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