Comparing range data across the slow-time dimension to correct motion measurement errors beyond the range resolution of a synthetic aperture radar
Motion measurement errors that extend beyond the range resolution of a synthetic aperture radar (SAR) can be corrected by effectively decreasing the range resolution of the SAR in order to permit measurement of the error. Range profiles can be compared across the slow-time dimension of the input data in order to estimate the error. Once the error has been determined, appropriate frequency and phase correction can be applied to the uncompressed input data, after which range and azimuth compression can be performed to produce a desired SAR image.
1. A method of producing a SAR image, comprising:
providing input data formatted in a two-dimensional array having a fast-time dimension and a slow-time dimension;
compressing the array with respect to the fast-time dimension to produce range-compressed data;
comparing with one another selected portions of the range-compressed data which respectively correspond to radar pulses associated with the slow-time dimension of the array;
based on said comparing step, producing information indicative of a motion measurement error associated with collection of the input data;
using the motion measurement error information to modify the input data; and
forming a SAR image based on the modified input data.
2. The method of claim 1 , including applying a focusing algorithm to said SAR image.
3. The method of claim 1 , wherein the selected portions of the range-compressed data respectively correspond to radar pulses associated with non-adjacent entries in the slow-time dimension of the array.
4. The method of claim 3 , including, before said compressing, zero-padding the array in the fast-time dimension.
5. The method of claim 1 , including, before said compressing, zero-padding the array in the fast-time dimension.
6. The method of claim 1 , wherein said producing motion measurement error information includes accumulating comparison results obtained by said comparing to produce an accumulation result.
7. The method of claim 6 , wherein said producing motion measurement error information includes removing a bias value from the accumulation result.
8. The method of claim 1 , wherein said comparing includes correlating the selected portions of the range-compressed data with one another.
9. The method of claim 1 , including inserting interpolation data into the array before said compressing.
10. The method of claim 1 , wherein the input data includes resampled phase history data.
11. An apparatus for producing a SAR image, comprising:
an input for receiving input data formatted in a two-dimensional array having a fast-time dimension and a slow-time dimension;
a range compressor coupled to said input for compressing the array with respect to the fast-time dimension to produce range-compressed data;
a comparator coupled to said range compressor for comparing with one another selected portions of the range-compressed data which respectively correspond to radar pulses associated with the slow-time dimension of the array, said comparator providing information indicative of said comparing;
an error estimator coupled to said comparator for, based on said information indicative of said comparing, producing information indicative of a motion measurement error associated with collection of the input data;
a corrector coupled to said error estimator and said input for modifying the input data based on the motion measurement error information; and
a SAR image former coupled to said corrector for forming a SAR image based on the modified input data.
12. The apparatus of claim 11 , including a focusing apparatus coupled to said SAR image former for applying a focusing algorithm to said SAR image.
13. The apparatus of claim 11 , wherein the portions of the range-compressed data respectively correspond to radar pulses associated with non-adjacent entries in the slow-time dimension of the array.
14. The apparatus of claim 13 , wherein said range compressor includes a zero-padder for zero-padding the array in the fast-time dimension before said compressing.
15. The apparatus of claim 11 , wherein said range compressor includes a zero-padder for zero-padding the array in the fast-time dimension before said compressing.
16. The apparatus of claim 11 , wherein said error estimator accumulates comparison results obtained by said comparing to produce an accumulation result.
17. The apparatus of claim 16 , wherein said error estimator removes a bias value from said accumulation result.
18. The apparatus of claim 11 , wherein said comparator correlates the selected portions of the range-compressed data with one another.
19. The apparatus of claim 11 , wherein said range compressor inserts interpolation data into the array before said compressing.
20. The apparatus of claim 11 , wherein the input data includes resampled phase history data.