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Signals can be contaminated by other signals,
and images can be contaminated
by other images.
This contamination is called ``crosstalk."
An everyday example in seismology
is the mixing of pressure waves and shear waves.
When waves come straight up,
vertical detectors record their pressure-wave component,
and horizontal detectors record their shear-wave component.
Often, however, waves do not come exactly straight up.
In these cases,
the simple idealization is contaminated and there is crosstalk.
Here we study a simplified form of this signal-corruption problem,
as given by the equations
| ![\begin{eqnarray}
\bold v &=& \bold p + \alpha \bold s + \bold n
\ \bold h &=& \bold s + \alpha' \bold p + \bold n'\end{eqnarray}](img4.gif) |
(1) |
| (2) |
where
and
represent vertical and horizontal
observations of earth motion,
and
represent theoretical pressure and shear waves,
and
represent noises,
and
and
are the cross-coupling parameters.
You can think of
,
,
,
,
and
as collections of numbers
that can be arranged into a signal or into an image.
Mathematically, they are abstract vectors.
In our notation, boldface
represents the vector as a whole,
and italic v represents any single component in it.
(Traditionally, a component is denoted by vi.)
Next: Two univariate problems
Up: Univariate problems
Previous: INSIDE AN ABSTRACT VECTOR
Stanford Exploration Project
10/21/1998