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This paper proposes an improvement on underwater vehicles control strategy using an adaptive sliding‐mode method. This improvement is threefold. First, water current compensation is explicitly dealt within in the control law. Second, a nonlinear parameterization is developed by employing new methods for the design of the sliding surface, aiming at vehicles tracking performance. Third, parameters of...