Title :
Existence and estimation of impropriety in real rhythmic signals
Author :
Clark, Pascal ; Kirsteins, Ivars P. ; Atlas, Les
Author_Institution :
Electr. Eng. Dept., Univ. of Washington, Seattle, WA, USA
Abstract :
Impropriety in complex signal processing has been studied and used primarily in a communications context, but also in some cases where complex signals are generated by adding real signals in quadrature. We discuss the meaning of impropriety, and the associated use of complementary statistics, when a real-valued random process is improper in the frequency domain. Through the use of modulation signal models, spectral impropriety can be connected explicitly to the frequency and phase of components belonging to a periodic, or more generally rhythmic, modulator waveform. We give theoretical signal models and provide an example of complementary analysis on underwater propeller noise from a merchant ship.
Keywords :
frequency-domain analysis; modulation; random processes; spectral analysis; a merchant ship; complementary statistics; complex signal processing; frequency domain; modulation signal models; modulator waveform; real rhythmic signals; real-valued random process; spectral impropriety estimation; theoretical signal models; underwater propeller noise; Frequency domain analysis; Frequency modulation; Noise; Propellers; Speech; Modulation; improper; nonstationary process; periodical correlation; spectral analysis;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International Conference on
Conference_Location :
Kyoto
Print_ISBN :
978-1-4673-0045-2
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2012.6288723