Fig. 1: The proposed temporal-sequencing-convergent (TSC) cascaded guidance, state estimation, and control (GSC) system for depth tracking of underactuated autonomous underwater vehicles.

It thereby enables a decoupling control strategy characterized by a temporal convergence sequence: state estimation converges first, pitch-tracking control follows, and depth-tracking guidance finally converges.