The robust trajectory tracking strategies for a class of interconnected robot systems with uncertainties were investigated. Based on the continuous known bounded functions of uncertainties and Lyapunov method, the decentralized robust controllers were proposed. The controllers can guarantee that the position vectors and velocity vectors of interconnected robot systems can track the given trajectory asymptotically. The simulation results verify the method.