Title :
Aliasing in the AF-GDTFD and the discrete spectrogram
Author :
O´Neill, J.C. ; Williams, William J.
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Michigan Univ., Ann Arbor, MI, USA
Abstract :
It has previously been claimed that many of the discrete time-frequency representations (TFRs), including the alias free generalized time-frequency distributions (AF-GDTFD), contain aliasing components. This paper shows that the class of AF-GDTFD does indeed displace both cross term and auto term energy in ways not characteristic of continuous TFRs, but this energy displacement does not satisfy our traditional definition of aliasing. Since the discrete time spectrogram is a member of the class of AF-GDTFD, it will displace energy in ways not characteristic of the continuous spectrogram. This paper creates a procedure by which this energy displacement can be properly understood. Since a discrete time TFR should be periodic in frequency, it is suggested that the displaced energy be interpreted as cross terms across the periodic boundary and not as aliasing
Keywords :
antialiasing; discrete time systems; signal representation; spectral analysis; time-frequency analysis; AF-GDTFD; alias free generalized time-frequency distributions; aliasing components; auto term energy; cross term energy; discrete spectrogram; discrete time spectrogram; discrete time-frequency representations; periodic boundary; periodic frequency; Application software; Autocorrelation; Convolution; Distributed computing; Kernel; Signal processing; Spectrogram; Time frequency analysis;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1996. ICASSP-96. Conference Proceedings., 1996 IEEE International Conference on
Conference_Location :
Atlanta, GA
Print_ISBN :
0-7803-3192-3
DOI :
10.1109/ICASSP.1996.547999