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What is Line Spectrum Enhancement Algorithm about?
This paper presents an algorithm for enhancing line spectrum detection in underwater acoustics using a stacked sparse denoising autoencoder (P-SSDAE). The proposed method demonstrates improved performance over the Conventional Adaptive Line Enhancer (C-ALE), achieving a 3.2 dB increase in output Signal-to-Noise Ratio (oSNR). Simulation results indicate that the P-SSDAE effectively enhances line spectrum signals submerged in noise, thereby improving target detection capabilities.
- Author
- txiao28
- Language
- EN