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
Link To Document :
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