Introduction The growing importance of underwater surveillance systems is reshaping modern naval defense strategies as nations invest heavily in advanced maritime security infrastructure. The increasing deployment of marine sonar equipment is enabling more precise detection, classification, and tracking of underwater objects, improving operational awareness in both defense...