We use the proper orthogonal decomposition (POD) method to decompose acoustic imaging from wavelet-based beamforming results into their corresponding modes. and demonstrate the method to analyze the noise characteristics of small-dimensional components. where research literature is still scarce. In particular. https://mabelandfoxs.shop/product-category/keyring/