Title :
Polyspectra of analytic signals
Author :
Schreier, Peter J. ; Scharf, Louis L.
Author_Institution :
Dept. of Electr. & Comput. Eng., Colorado Univ., Boulder, CO, USA
Abstract :
For complex signals, n-th order moment functions can be defined in 2n different ways, depending on the placement of complex conjugates. We demonstrate that, for stationary analytic signals, only a few of these different moments are actually required for a complete n-th order description. Which, and how many of them, depends on the signal´s spectrum. We investigate properties of n-th order moments and spectra with different conjugation patterns and show how they provide different information about the signal.
Keywords :
signal processing; spectral analysis; complex conjugates; complex signals; higher-order spectrum analysis; moment functions; stationary analytic signal polyspectra; Fourier transforms; Gaussian processes; Random processes; Sampling methods; Signal analysis; Signal processing; Statistics;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
Print_ISBN :
0-7803-8484-9
DOI :
10.1109/ICASSP.2004.1326297