A method is presented for coordination of manipulator joints when the desired path cannot be pre-determined. This situation may occur, for example, under manual control or when tracking a freely moving object. The system is implemented on a generalized master-slave system at JPL. Velocity measurements are provided at different instances by analog differation and state estimation.