One of the main issues for the navigation of underwater robots consists in accurate vehicle positioning. which heavily depends on the orientation estimation phase. The systems employed to this end are affected by different noise typologies. mainly related to the sensors and to the irregular noise of the underwater environment. https://www.soiebiologique.com/