A Systematic Approach for Implementing Fractional-Order Operators and Systems

被引:36
|
作者
Jiang, Cindy X. [1 ]
Carletta, Joan E. [2 ]
Hartley, Tom T. [2 ]
Veillette, Robert J. [2 ]
机构
[1] Interact Engn Corp, Design & Mfg Elect Controls, Medina, OH 44256 USA
[2] Univ Akron, Dept Elect & Comp Engn, Akron, OH 44325 USA
关键词
Digital hardware realization; field programmable gate arrays; fractional-order derivatives and integrals; fractional-order systems; DIFFERENTIATOR; APPROXIMATION; CONTROLLERS; METHODOLOGY;
D O I
10.1109/JETCAS.2013.2272836
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
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.
引用
收藏
页码:301 / 312
页数:12
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