The SOLERO Rover.- 3D-Odometry.- Control in Rough-Terrain.- Position Tracking in Rough-Terrain.- Conclusion.- Kinematic and Quasi-static Model of SOLERO.- Linearized Models.- The Gauss-Markov Process.- Visual Motion Estimation.