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This paper presents a new formulation for control of spatial rigid bodies. After revealing the geometric structure of dual quaternions, logarithmic feedback are utilized to derive control laws in both kinematic design and dynamic design. The regulation problem and the tracking problem are tackled respectively. Comparison with conventional methods together with simulation results are given to show the effectiveness of the new method.