A single-shot k-space navigator trajectory and a corresponding motion estimation algorithm is proposed. They allow for 3D rigid-body motion estimation. Their performance in terms of accuracy and precision is studied and a cross-validation experiment is conducted to show that the method is suitable for in-vivo use. The accuracy and precision of the method depend on the orbital radius of the navigator. A simulation study is conducted to determine the best choice of the navigator radius.