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A Methodology for parabolic synthesis of unary functions for hardware implementation
Department of Electrical and Information Technology Lund University, Lund, Sweden.ORCID-id: 0000-0003-4828-7488
Department of Electrical and Information Technology Lund University, Lund, Sweden.
2008 (Engelska)Ingår i: SCS 2008, New York: Institute of Electrical and Electronics Engineers (IEEE), 2008Konferensbidrag, Publicerat paper (Refereegranskat)
Abstract [en]

This paper introduces a parabolic synthesis methodology for developing approximations of unary functions like trigonometric functions and logarithms which are specialized for efficient hardware mapped VLSI design. The advantages with the methodology are, short critical path, fast computation and high throughput enabled by a high degree of architectural parallelism. The feasibility of the methodology is shown by developing an approximation of the sine function for implementation in hardware. © 2008 IEEE

Ort, förlag, år, upplaga, sidor
New York: Institute of Electrical and Electronics Engineers (IEEE), 2008.
Nyckelord [en]
Algorithms implemented in hardware, Computer arithmetic, Parabolic synthesis, Parallel design style, VLSI
Nationell ämneskategori
Inbäddad systemteknik
Identifikatorer
URN: urn:nbn:se:hh:diva-30981DOI: 10.1109/ICSCS.2008.4746866ISI: 000267291600006Scopus ID: 2-s2.0-62949123262ISBN: 978-1-4244-2627-0 (tryckt)OAI: oai:DiVA.org:hh-30981DiVA, id: diva2:931988
Konferens
2nd International Conference on Signals, Circuits and Systems 2008, SCS 2008, 7 - 9 Nov. 2008, Nabeul, Tunisia
Anmärkning

Article number 4746866

Tillgänglig från: 2016-05-31 Skapad: 2016-05-31 Senast uppdaterad: 2018-03-22Bibliografiskt granskad
Ingår i avhandling
1. Methodologies for Approximation of Unary Functions and Their Implementation in Hardware
Öppna denna publikation i ny flik eller fönster >>Methodologies for Approximation of Unary Functions and Their Implementation in Hardware
2016 (Engelska)Doktorsavhandling, sammanläggning (Övrigt vetenskapligt)
Abstract [en]

Applications in computer graphics, digital signal processing, communication systems, robotics, astrophysics, fluid physics and many other areas have evolved to become very computation intensive. Algorithms are becoming increasingly complex and require higher accuracy in the computations. In addition, software solutions for these applications are in many cases not sufficient in terms of performance. A hardware implementation is therefore needed. A recurring bottleneck in the algorithms is the performance of the approximations of unary functions, such as trigonometric functions, logarithms and the square root, as well as binary functions such as division. The challenge is therefore to develop a methodology for the implementation of approximations of unary functions in hardware that can cope with the growing requirements. The methodology is required to result in fast execution time, low complexity basic operations that are simple to implement in hardware, and – sincemany applications are battery powered – low power consumption. To ensure appropriate performance of the entire computation in which the approximation is a part, the characteristics and distribution of the approximation error are also things that must be possible to manage. The new approximation methodologies presented in this thesis are of the type that aims to reduce the sizes of the look-up tables by the use of auxiliary functions. They are founded on a synthesis of parabolic functions by multiplication – instead of addition, which is the most common. Three approximation methodologies have been developed; the two last being further developments of the first. For some functions, such as roots, inverse and inverse roots, a straightforward solution with an approximation is not manageable. Since these functions are frequent in many computation intensive algorithms, it is necessary to find very efficient implementations of these functions. New methods for this are also presented in this thesis. They are all founded on working in a floating-point format, and, for the roots functions, a change of number base is also used. The transformations not only enable simpler solutions but also increased accuracy, since the approximation algorithm is performed on a mantissa of limited range. Tools for error analysis have been developed as well. The characteristics and distribution of the approximation error in the new methodologies are presented and compared with existing state-of-the-art methods such as CORDIC. The verification and evaluation of the solutions have to a large extent been made as comparative ASIC implementations with other approximation methods, separately or embedded in algorithms. As an example, an implementation of the logarithm made using the third methodology developed, Harmonized Parabolic Synthesis (HPS), is compared with an implementation using the CORDIC algorithm. Both implementations are designed to provide 15-bit resolution. The design implemented using HPS performs 12 times better than the CORDIC implementation in terms of throughput. In terms of energy consumption, the new methodology consumes 96% less. The chip area is 60% smaller than for the CORDIC algorithm. In summary, the new approximation methodologies presented are found to well meet the demanding requirements that exist in this area.

Ort, förlag, år, upplaga, sidor
Halmstad: Halmstad University Press, 2016. s. 76
Serie
Halmstad University Dissertations ; 21
Nationell ämneskategori
Inbäddad systemteknik
Identifikatorer
urn:nbn:se:hh:diva-30983 (URN)978-91-87045-45-5 (ISBN)978-91-87045-44-8 (ISBN)
Disputation
2016-09-02, Wigforssalen, Halmstad, 13:00 (Engelska)
Opponent
Handledare
Tillgänglig från: 2016-06-08 Skapad: 2016-05-31 Senast uppdaterad: 2018-03-22Bibliografiskt granskad

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