DocumentCode :
2892767
Title :
Some results on Taylor-series function approximation on FPGA
Author :
Lee, Barry ; Burgess, Neil
Author_Institution :
Univ. of Wales, Cardiff, UK
Volume :
2
fYear :
2003
fDate :
9-12 Nov. 2003
Firstpage :
2198
Abstract :
This paper presents results from the design of a parameterised function approximation unit on FPGA. The Taylor-series expansion is used to approximate a function f(x) of 8 to 26-bits over a given domain [a, b]. A search of the 1st, 2nd and 3rd order Taylor expansions is performed for each operand length to find the most area efficient implementation in terms of LUT usage of a representative FPGA technology. Results show that trading lookup-logic and arithmetic-logic reduces the exponential logic requirement that occurs if a predominantly ROM based approximation is used.
Keywords :
adders; field programmable gate arrays; function approximation; read-only storage; series (mathematics); table lookup; FPGA technology; LUT; ROM; Taylor-series function approximation; arithmetic-logic; field programmable gate array; lookup table; parametrised function approximation; read-only memory; trading lookup-logic; Convergence; Equations; Field programmable gate arrays; Function approximation; Logic devices; Optimization methods; Read only memory; Signal generators; Table lookup; Taylor series;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signals, Systems and Computers, 2004. Conference Record of the Thirty-Seventh Asilomar Conference on
Print_ISBN :
0-7803-8104-1
Type :
conf
DOI :
10.1109/ACSSC.2003.1292370
Filename :
1292370
Link To Document :
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