Title :
Design of fractional order differentiator using feedback system
Author :
Xiaoli Yang ; Kavanagh, Richard C.
Author_Institution :
Dept. of Electr. & Electron. Eng., Univ. Coll. Cork, Cork, Ireland
Abstract :
A new feedback-based methodology for the implementation of a fractional-order differentiator (FD) is described in this paper. The differentiator can be based on a standard definition of the fractional calculus, such as the Riemann-Liouville or Grunwald-Letnikov definitions. Some methods by which the FD functions can be approximated using a DSP-based implementation (either FIR or IIR) are described, In the new implementation, a classical IIR FD and a fractional-order integrator are combined using a proportional feedback loop. This structure is found to improve the performance of the FD, in terms of both its frequency-domain and time-domain characteristics. Design examples, including appropriate plots, facilitate comparison of the new FD with other FD implementations.
Keywords :
differential equations; process algebra; signal processing; DSP-based implementation; FD functions; Grunwald-Letnikov definitions; IIR FD; Riemann-Liouville definitions; feedback system; feedback-based methodology; fractional calculus; fractional order differentiator; fractional-order integrator; frequency-domain characteristics; proportional feedback loop; time-domain characteristics; Digital differentiator; Feedback system; Fractional calculus; IIR;
Conference_Titel :
Signals and Systems Conference (ISSC 2012), IET Irish
Conference_Location :
Maynooth
Electronic_ISBN :
978-1-84919-613-0
DOI :
10.1049/ic.2012.0201