The control plant is a low-speed, fully-actuated underwater robot, the mathematical model of which contains uncertain parameters. Based on the system’s transformation to a canonical form, a control law with uncertainty compensation is developed. We have proposed a state and disturbance observer with piecewise linear corrective actions, which provides information support for the control law.