 A deconvolution algorithm is proposed to improve the range resolution and lower side-lobe in side-scan sonar imaging, resulting in a 32% increase in SNR and 12.5% increase in contrast ratio in simulation and actual underwater data, with improved target segmentation accuracy. This article was authored by Jia Liu, Yan Peng, Ling Ling Yan, and others.