The multiple fading factors are computed for the nonlinear measurement model.
The gain correction method is employed to meet the quaternion constraint condition.
The spherical-radial cubature rule is used for the attitude estimation system.
The proposed RSTCKF provides good tracking ability and high estimation precision.