Method for determination of differential transfer function between two closely spaced hydrophones
View Patent ↗Methods and apparatus for determining an accurate differential transfer function (DTF) between two closely spaced hydrophones in a dual-hydrophone configuration such that the wavefield may be properly separated into up- and down-going components are provided. The methods disclosed herein are based on the premise that the cross-correlation at a lag of zero between up- and down-going wavefields should be at a minimum for perfectly matched hydrophones. Thus, any suitable global optimization technique may be utilized to determine an accurate DTF where the zero-lag cross-correlation between up- and down-going energy is at a minimum after multiplying a particular hydrophone spectrum of the pair (depending on how the DTF was defined) with a possible DTF suggested by the global optimization technique.
1. A method for determining a suitable differential transfer function (DTF) between first and second hydrophones, comprising:
(a) determining a plurality of possible DTFs based on corresponding trace pairs from the first and second hydrophones;
(b) generating a product by applying one of the plurality of possible DTFs to one trace of a portion of the trace pairs, the one trace being from the second hydrophone;
(c) separating the product into an up-going component and a down-going component;
(d) calculating a cross-correlation between absolute values of the up-going and down-going components;
(e) repeating steps (b) through (d) for each trace pair in the portion of the trace pairs;
(f) summing the cross-correlations for all the trace pairs in the portion of the trace pairs;
(g) repeating steps (b) through (f) for each possible DTF in the plurality of possible DTFs; and
(h) selecting the suitable DTF from the plurality of possible DTFs based on the summed cross-correlations.
2. The method of claim 1 , wherein generating the product comprises multiplying a spectrum of the second hydrophone for the one trace of the portion of the trace pairs with the one of the plurality of possible DTFs to form the product.
3. The method of claim 1 , wherein selecting the suitable DTF comprises selecting the suitable DTF as the possible DTF corresponding to the absolute minimum summed cross-correlation.
4. The method of claim 1 , wherein selecting the suitable DTF comprises selecting the suitable DTF as one of the plurality of possible DTFs corresponding to a minimum summed cross-correlation.
5. The method of claim 1 , wherein calculating the cross-correlation comprises calculating a zero-lag cross-correlation.
6. The method of claim 1 , wherein the first hydrophone is an upper hydrophone and the second hydrophone is a lower hydrophone in a hydrophone pair.
7. The method of claim 1 , wherein the first and second hydrophones are separated by a distance less than or equal to 1 m.
8. The method of claim 1 , wherein the first and second hydrophones are disposed in a single housing.
9. The method of claim 1 , wherein determining the plurality of possible DTFs comprises using a global optimization technique.
10. The method of claim 9 , wherein the global optimization technique comprises at least one of exhaustive search, simulated annealing, and a genetic algorithm.
11. The method of claim 1 , wherein separating the product comprises at least one of Fourier transformation, Radon transformation into the time-slowness (tau-P) domain, median filtering, optimal filtering, frequency-wavenumber (f-k) filtering, Karhunen-Loève (K-L) filtering, and parametric separation.
12. A computer-readable medium containing a program for determining a suitable differential transfer function (DTF) between first and second hydrophones, which, when executed by a processor, performs operations comprising:
(a) determining a plurality of possible DTFs based on trace pairs from the first and second hydrophones;
(b) generating a product by applying one of the plurality of possible DTFs to one trace of a portion of the trace pairs, the one trace being from the second hydrophone;
(c) separating the product into an up-going component and a down-going component;
(d) calculating a cross-correlation between absolute values of the up-going and down-going components;
(e) repeating steps (b) through (d) for each trace pair in the portion of the trace pairs;
(f) summing the cross-correlations for all the trace pairs in the portion of the trace pairs;
(g) repeating steps (b) through (f) for each possible DTF in the plurality of possible DTFs; and
(h) selecting the suitable DTF from the plurality of possible DTFs based on the summed cross-correlations.
13. The computer-readable medium of claim 12 , wherein generating the product comprises multiplying a spectrum of the second hydrophone for the one trace of the portion of the trace pairs with the one of the plurality of possible DTFs to form the product.
14. The computer-readable medium of claim 12 , wherein selecting the suitable DTF comprises selecting the suitable DTF as the possible DTF corresponding to the absolute minimum summed cross-correlation.
15. The computer-readable medium of claim 12 , wherein the first hydrophone is an upper hydrophone, the second hydrophone is a lower hydrophone, and the upper and lower hydrophones are separated by a distance less than or equal to 1 m.