Transient electromagnetic and induced polarization effect decoupling method
It is a technology of excited polarization and transient electromagnetic, which is applied in electric/magnetic exploration, radio wave measurement system, sound wave re-radiation, etc. It can solve problems such as the complexity of electromagnetic coupling, the scrapping of collected data, and the failure of interpretation methods. Simplify the calculation of separation matrix inversion, ensure stability, and improve the effect of effective application
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[0027] refer to figure 1 , a method for decoupling transient electromagnetic and induced polarization effects includes the following steps:
[0028] Step 1, the collected signal is decomposed into a DC component and an AC component, and the extracted AC component reflects the coupling effect of transient electromagnetic and induced polarization effects, which is used as a signal source for independent component analysis;
[0029] The independent component analysis method requires that the source signal is a real random variable with zero mean value and is statistically independent of each other at any time. In order to meet this condition, the collected signal is firstly decomposed and expressed as the sum of the DC component and the AC component. The extracted AC component reflects the coupling effect of transient electromagnetic and induced polarization effects, and is used as the signal source for independent component analysis.
[0030] Step 2, using the mutual informatio...
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