Incoherence refers to a lack of correlation or connection between different signals or components in a system. In the context of compressed sensing, incoherence is crucial because it determines how well a signal can be recovered from incomplete measurements. High incoherence between the measurement process and the signal basis leads to better recovery of sparse signals, which is a fundamental concept in compressed sensing.
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