PSN-L Email List Message
Subject: Analytic Signal
From: Chuck / Judy Burch cjburch@...........
Date: Wed, 20 Apr 2011 10:08:32 -0600
All,
To form the "analytic signal" of your original time domain record, X(t),
you need an FFT algorithm that gives positive and negative frequencies.
Form the FFT of X, zero the negative frequency components, divide the
zero frequency value by 2, and transform back to the time domain. The
result, Y, is the Hilbert transform of X, the quadrature or 90 degree
advanced version of X. The analytic signal is a complex time domain
signal where for each time sample the real part is X and the imaginary
part is Y. The envelop of X is the (real) function formed by taking
the modulus of the analytic signal. That is, the envelop at each time
is the square root of X squared plus Y squared.
The envelop is the instantaneous amplitude of X. The instantaneous
phase of X, theta, is arctan(Y/X). The instantaneous frequency is the
derivative of theta with respect to time. These three products are used
extensively in processing of reflection seismic data, although the
envelop is by far the most useful. If X is a pure sinusoid these
products reduce to the expected values.
A search of the internet for "analytic signal" yields lots of reference
material. The classic reference for reflection seismic work is Taner,
M. T., et al., 1979, Complex Seismic Trace Analysis: Geophysics, 44,
1041 - 1063. It has interesting examples in color.
Chuck Burch
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