A new parameterization approach is proposed for the graph-based SLAM.

Unit dual quaternion is applied to formulate the measurement error function, resulting in bilinear relations with respect to corresponding vertices.

Insights into the perturbation parameterizations based on unit quaternion or axis–angle representations.

Extensive experiments based on simulated and practical datasets are performed.