Abstract: New systolic algorithms and efficient arrays are proposed for multi-joint robotic parameter estimation and adaptive moment control. These new control algorithms combining the advantage of the fine-grain VLSI architecture can improve the real-time control efficiently. The analysis shows that the methods have high degree of parallelism and processor utilization.