Respiratory signal extraction method and device, magnetic resonance imaging system and storage medium
An extraction method and signal technology, applied in the direction of using nuclear magnetic resonance image system for measurement, magnetic resonance measurement, and measurement equipment, etc., can solve problems such as interference with PT signals, distortion of pilot tone signals, and inability to be regarded as respiratory navigators.
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[0038] In the embodiment of the present invention, considering that for the same signal, whether it is a breathing signal or a strong interference signal, when the same signal is collected simultaneously by multiple channels, the signals collected by these multiple channels must be strongly correlated. From the perspective of matrix analysis, signals collected by multiple channels can form an omnidirectional feature space, and most of the energy of the signal is distributed on a feature vector. That is, for the respiratory signal, the direction of the eigenvector with the largest energy is the respiratory characteristic direction; while for the strong interference signal, the direction of the eigenvector with the largest energy is the interference characteristic direction. Therefore, in the embodiment of the present invention, each pilot tone signal received by multiple channels can be subjected to feature space transformation, and then the signal in the interference characteri...
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