Title :
Analytic signal generation-tips and traps
Author :
Reilly, Andrew ; Frazer, Gordon ; Boashash, Boualem
Author_Institution :
Signal Process. Res. Centre, Queensland Univ. of Technol., Brisbane, Qld., Australia
fDate :
11/1/1994 12:00:00 AM
Abstract :
In this correspondence we discuss methods to produce the discrete analytic signal from a discrete real-valued signal. Such an analytic signal is complex and contains only positive frequencies. Its projection onto the real axis is the same as the original signal. Our use stems from instantaneous-frequency estimation and time-frequency signal analysis problems. For these problems the negative frequency component of real signals causes unwanted interference. The task of designing a filter to produce an approximation to the ideal analytic signal is not as simple as its formulation might suggest. Our result is that the direct methods of zeroing the negative frequencies, or using Hilbert transform filters, have undesirable defects. We present an alternative which is similar to the “quadrature“ filters used in modem designs
Keywords :
Hilbert transforms; filtering theory; frequency estimation; parameter estimation; signal processing; signal synthesis; time-frequency analysis; Hilbert transform filters; analytic signal generation; discrete analytic signal; discrete real-valued signal; instantaneous-frequency estimation; modem designs; negative frequencies; positive frequencies; quadrature filters; time-frequency signal analysis; Discrete Fourier transforms; Finite impulse response filter; Fourier transforms; Frequency estimation; Interference; Modems; Signal analysis; Signal design; Signal generators; Time frequency analysis;
Journal_Title :
Signal Processing, IEEE Transactions on