The problems of trolley position tracking and stabilization of the suspended load are solved simultaneously for an overhead crane. The model of the trolley-pendulum system is derived. To solve the problem under consideration, a nonlinear control law is designed using the second Lyapunov method, which guarantees asymptotic stability of the control error. The derived law is validated via numerical experiments. The obtained results corroborate the effectiveness of the proposed solution.