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The set of velocities used is chosen to cover the
expected span of velocities, and the velocity step is chosen
according to the accuracy with which the velocity has to be
known in order to obtain an output image with satisfactory
quality.
The appropriate step size in time direction is
determined by several factors. The minimum step length is
approximately equal to the length of the reference filter
used. In case of velocity variations on a shorter time scale
than the filter length, the filter will average out the
velocity variations, and the estimate will be an average of
the actual velocities. For velocity variations on a longer
time scale than the processing vector length, which
typically is several times the length of the reference
filter, the velocity can be considered constant for one
processing block, and the problem with varying platform
velocity will appear only when combining several images.
This is the typical situation for satellite borne SAR's. For
velocities that vary on a time scale between reference
filter length and processing vector length the method
described here is applicable.
When the platform velocity as a function of time
has been estimated, the recorded data must be compressed
according to this velocity history. As mentioned above, this
corresponds to applying a time-varying filter to the
original data. To avoid this problem the approach chosen
here is to correct the uncompressed data according to the
set of velocities to make the samples equally spaced, and
then compress the corrected data with a time-invariant
filter. This actually corresponds to the feedback loop from
the navigation system to the pulse repetition frequency of
the radar, but in our case we achieve equally spaced samples
by interpolating in the recorded data in the along-track
direction. Since this is independent of range, the inter-
polation is identical for all range bins.
An additional benefit of this correction method is
that it performs automatic geometric correction of the image
in the along-track direction, since it results in equally
spaced samples.
Up to- this ^point only variations in platform
velocity in the along-track direction have been considered.
The recorded target phase histories are, however, highly
sensitive to platform movements in the cross-track
direction. Such irregularities will introduce phase errors
similar to the ones mentioned above, but in this case it is
not caused by unequally spaced samples. If the sum of these
Cross-track deviations over the length of the synthetic
aperture is well below one range bin, however, the same
correction method can be used to produce an improved output
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