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To solve the problem velocity control for robot end-effectors trajectory planning in the Cartesian space, this paper studied the algorithm of the linear acceleration and deceleration. Moreover, it proposed a velocity optimization algorithm based on the displacement equivalent. Adjusting the speed size of the acceleration and deceleration, the algorithm reduced the velocity mutation due to the discretized...