DocumentCode
66943
Title
A Systematic Approach for Implementing Fractional-Order Operators and Systems
Author
Jiang, Chengxi ; Carletta, Joan E. ; Hartley, Tom T. ; Veillette, Robert J.
Author_Institution
Interactive Eng. Corp., Medina, OH, USA
Volume
3
Issue
3
fYear
2013
fDate
Sept. 2013
Firstpage
301
Lastpage
312
Abstract
In this paper a generalized class of fractional-order systems is realized in digital hardware using a low-cost field programmable gate array (FPGA) device. First, fractional-order derivatives and integrals are realized in fixed-point hardware, wherein each coefficient and signal is represented with a custom number of bits. Both shift-form and delta-form structures are used for discretization, and are combined in the digital hardware realization to achieve a desired accuracy with low hardware cost. A methodology is then developed to construct general fractional-order transfer functions using the fractional-order derivatives and integrals as building blocks, in the same way that their integer-order counterparts are used in an integer-order system. Three systems are presented to illustrate the methodology using partitioned-form and feedback-form realization structures; the hardware results verify that the high-speed realizations achieve the desired accuracy with a low-cost solution.
Keywords
field programmable gate arrays; transfer functions; FPGA device; delta-form structures; digital hardware realization; feedback-form realization structures; fixed-point hardware; fractional-order derivatives; fractional-order integrals; fractional-order operators; fractional-order systems; general fractional-order transfer functions; integer-order system; low hardware cost; low-cost field programmable gate array; partitioned-form realization structures; shift-form structures; systematic approach; Accuracy; Approximation methods; Field programmable gate arrays; Hardware; Noise; Quantization (signal); Transfer functions; Digital hardware realization; field programmable gate arrays; fractional-order derivatives and integrals; fractional-order systems;
fLanguage
English
Journal_Title
Emerging and Selected Topics in Circuits and Systems, IEEE Journal on
Publisher
ieee
ISSN
2156-3357
Type
jour
DOI
10.1109/JETCAS.2013.2272836
Filename
6573371
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