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The long-distance pipeline leakage signal is disturbed by the outside world and the signal-to-noise ratio is low. It needs to deal with the leaking signal to improve the detection precision of pipeline leakage. In this paper, the advantages and disadvantages of several common denoising methods are analyzed. Emphasis is placed on the analysis of empirical mode decomposition (EMD). In order to solve...