Presentation 2006-09-15
Numerical Function Generators Based on Polynomial Approximation Suitable for FPGA Implementation
Shinobu NAGAYAMA, Tsutomu SASAO, Jon T. BUTLER,
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Abstract(in English) This paper presents an architecture and a synthesis method for numerical function generators (NFGs) based on a kth-order polynomial approximation of a numerical function that is (k+1)-times differentiate. By increasing the polynomial order k, we can reduce the memory size of NFGs for a wide range of functions. On the other hand, larger k requires more logic elements and multipliers. To generate the most efficient NFGs depending on the unused hardware resources in an FPGA, we introduce the FPGA utilization measure, and find an optimum polynomial order k. Experimental results show that: when all hardware resources in an FPGA can be used for a single NFG, 1) for low-precision (up to 17 bits), 1st-order polynomial approximation produces the most efficient implementation; and 2) for high-precision (18 to 24 bits), 2nd-order polynomial approximation produces the most efficient implementation.
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Keyword(in English) Non-uniform segmentation / LUT cascades / Chebyshev approximation polynomial / numerical function generators (NFGs) / FPGA utilization measure
Paper # RECONF2006-29
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Committee RECONF
Conference Date 2006/9/8(1days)
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Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Numerical Function Generators Based on Polynomial Approximation Suitable for FPGA Implementation
Sub Title (in English)
Keyword(1) Non-uniform segmentation
Keyword(2) LUT cascades
Keyword(3) Chebyshev approximation polynomial
Keyword(4) numerical function generators (NFGs)
Keyword(5) FPGA utilization measure
1st Author's Name Shinobu NAGAYAMA
1st Author's Affiliation Department of Computer Engineering, Hiroshima City University()
2nd Author's Name Tsutomu SASAO
2nd Author's Affiliation Department of Computer Science and Electronics, Kyushu Institute of Technology
3rd Author's Name Jon T. BUTLER
3rd Author's Affiliation Department of Electrical and Computer Engineering, Naval Postgraduate School
Date 2006-09-15
Paper # RECONF2006-29
Volume (vol) vol.106
Number (no) 247
Page pp.pp.-
#Pages 6
Date of Issue