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On Digital Realizations of Non-integer Order Filters

机译:非整数阶滤波器的数字实现

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摘要

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.
机译:非整数阶过滤的典型方法包括模拟设计和实现。非整数阶系统的数字实现容易受到诸如无限存储需求和对数字错误的敏感性之类的问题的影响。本文的目的是提出两种有效的非整数阶滤波器数字化实现方法:离散时域Oustaloup逼近和Laguerre脉冲响应逼近。使用非整数低通滤波器研究了这两种方法的特性。然后将通过提出的方法实现的滤波器用于脑电信号的滤波。本文最后讨论了这两种方法的优缺点。

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