Magnetic resonance response signal parameter extraction method and system based on cyclic correlation
A response signal and parameter extraction technology, which is applied in the fields of electron magnetic resonance/nuclear magnetic resonance detection, radio wave measurement system, electric/magnetic exploration, etc., can solve the problems of complex signal extraction, difficult analysis of signal characteristics, and many causes , to achieve the effect of improving accuracy, filtering out different frequency interference, and improving signal-to-noise ratio
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Embodiment 1
[0048] like figure 1 As shown, this embodiment provides a method for extracting magnetic resonance response signal parameters based on cyclic correlation, which specifically includes:
[0049] Step 101: receiving magnetic resonance response data;
[0050] Step 102: Process the magnetic resonance response data using a circular correlation method to obtain a circular correlation function to be solved;
[0051] Step 103: Using a parameter estimation method to solve the circular correlation function to be solved to obtain the average decay time of the magnetic resonance response signal, and complete the extraction of the parameters of the magnetic resonance response signal.
[0052] In this embodiment, the Gaussian white noise and power frequency harmonic noise components in the magnetic resonance response data are suppressed by the circular correlation method, and the magnetic resonance response signal information is preserved to the greatest extent, thereby improving the measur...
Embodiment 2
[0094] This embodiment provides a system for extracting parameters of magnetic resonance response signals based on cyclic correlation, such as figure 2 As shown, the system includes:
[0095] a receiving module M1, configured to receive magnetic resonance response data;
[0096] The circular correlation function calculation module M2 is used to process the magnetic resonance response data using a circular correlation method to obtain a circular correlation function to be solved;
[0097] The parameter estimation module M3 is used to solve the circular correlation function to be solved by a parameter estimation method, obtain the average decay time of the magnetic resonance response signal, and complete the extraction of the parameters of the magnetic resonance response signal.
[0098] In order to better realize the function, the parameter estimation module M2 includes a rotation-invariant parameter estimation unit, and the rotation-invariant parameter estimation unit is use...
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