On Digital Realizations of Non-integer Order Filters

Typical approach to non-integer order filtering consists of analogue design and implementation. Digital realization of non-integer order systems is susceptible to problems such as infinite memory requirement and sensitivity to numerical errors. The aim of this paper is to present two efficient metho...

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Veröffentlicht in:Circuits, systems, and signal processing systems, and signal processing, 2016-06, Vol.35 (6), p.2083-2107
Hauptverfasser: Baranowski, Jerzy, Bauer, Waldemar, Zagórowska, Marta, Piątek, Paweł
Format: Artikel
Sprache:eng
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Zusammenfassung:Typical approach to non-integer order filtering consists of analogue design and implementation. Digital realization of non-integer order systems is susceptible to problems such as infinite memory requirement and sensitivity to numerical errors. The aim of this paper is to present two efficient methods for digital realization of non-integer order filters: discrete time-domain Oustaloup approximation and Laguerre impulse response approximation. Properties of both methods are investigated with use of non-integer low-pass filter. Filters realized with presented methods are then used for filtering of EEG signal. Paper concludes with discussion of merits and flaws of both methods.
ISSN:0278-081X
1531-5878
DOI:10.1007/s00034-016-0269-8