Linear fractional shift invariant (LFSI) systems

O. Akay
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引用次数: 8

Abstract

In this paper, we formulate continuous time linear fractional shift invariant (LFSI) systems that generalize the well-known linear time invariant (LTI) systems by means of an angle parameter /spl phi/. LTI systems are obtained as a special case of LFSI systems for /spl phi/ = 0. LFSI systems belong to the large class of time-varying systems. Whereas LTI systems commute with time shifts, LFSI systems commute with fractional shifts defined on the time-frequency plane. Just as the conventional Fourier transform (FT) diagonalizes LTI systems, an LFSI system associated with angle /spl phi/ is diagonalized by the fractional Fourier transform (FrFT) defined at the perpendicular angle /spl phi/ + (/spl phi//2). We show that the eigen-functions of an LFSI system at angle /spl phi/ are linear FM (chirp) signals with a sweep rate of tan /spl phi/. Finally, we demonstrate via a simulation example that, in certain cases, LFSI systems can outperform LTI systems.
线性分数移位不变量(LFSI)系统
本文利用一个角度参数/spl phi/,将众所周知的线性时不变系统推广为连续时间线性分数阶移不变系统。当/spl phi/ = 0时,得到LTI系统作为LFSI系统的一种特例。LFSI系统属于大类时变系统。LTI系统使用时移进行交换,而LFSI系统使用时频平面上定义的分数位移进行交换。就像传统的傅立叶变换(FT)对角化LTI系统一样,与角度/spl phi/相关的LFSI系统通过在垂直角度/spl phi/ + (/spl phi//2)处定义的分数阶傅立叶变换(FrFT)对角化。我们证明了LFSI系统在角度/spl phi/处的本征函数是扫描速率为tan /spl phi/的线性调频(chirp)信号。最后,我们通过仿真示例证明,在某些情况下,LFSI系统可以优于LTI系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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