Underwater localization is the research domain focused on accurately determining the spatial position of objects or platforms operating within aquatic environments. This field investigates methodologies leveraging technologies such as acoustics, inertial sensing, and vision to overcome challenges posed by signal attenuation and multipath propagation, enabling essential applications in underwater navigation, mapping, and surveillance.