Title :
Sampling and Sampling Rate Conversion of Band Limited Signals in the Fractional Fourier Transform Domain
Author :
Tao, Ran ; Deng, Bing ; Zhang, Wei-Qiang ; Wang, Yue
Author_Institution :
Beijing Inst. of Technol., Beijing
Abstract :
The fractional Fourier transform (FRFT) has become a very active area in signal processing community in recent years, with many applications in radar, communication, information security, etc., This study carefully investigates the sampling of a continuous-time band limited signal to obtain its discrete-time version, as well as sampling rate conversion, for the FRFT. Firstly, based on product theorem for the FRFT, the sampling theorems and reconstruction formulas are derived, which explain how to sample a continuous-time signal to obtain its discrete-time version for band limited signals in the fractional Fourier domain. Secondly, the formulas and significance of decimation and interpolation are studied in the fractional Fourier domain. Using the results, the sampling rate conversion theory for the FRFT with a rational fraction as conversion factor is deduced, which illustrates how to sample the discrete-time version without aliasing. The theorems proposed in this study are the generalizations of the conventional versions for the Fourier transform. Finally, the theory introduced in this paper is validated by simulations.
Keywords :
Fourier transforms; bandlimited signals; signal reconstruction; signal sampling; FRFT; continuous-time band limited signal; discrete-time signal; fractional Fourier transform domain; product theorem; reconstruction formulas; sampling rate conversion; signal processing; Discrete transforms; Fourier transforms; Information security; Interpolation; Radar signal processing; Sampling methods; Signal processing; Signal processing algorithms; Signal sampling; Time frequency analysis; Fractional Fourier transform (FRFT); sampling rate conversion; sampling theorem;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2007.901666