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Versatile Telescopic-Wheeled-Legged Locomotion of Tachyon 3 via Full-Centroidal Nonlinear Model Predictive Control

Sotaro Katayama, Noriaki Takasugi, Mitsuhisa Kaneko, Masaya Kinoshita

Year
2024
Citations
4

Abstract

This paper presents a nonlinear model predictive control (NMPC) toward versatile motion generation for the telescopic-wheeled-legged robot Tachyon 3, the unique hardware structure of which poses challenges in control and motion planning. We apply the full-centroidal NMPC formulation with dedicated constraints that can capture the accurate kinematics and dynamics of Tachyon 3. We have developed a control pipeline that includes an internal state integrator to apply NMPC to Tachyon 3, the actuators of which employ high-gain position-controllers. We conducted simulation and hardware experiments on the perceptive locomotion of Tachyon 3 over structured terrains and demonstrated that the proposed method can achieve smooth and dynamic motion generation under harsh physi c al and environmental constraints.

Keywords

Model predictive controlNonlinear modelNonlinear systemTachyonControl theory (sociology)Computer scienceControl (management)Artificial intelligencePhysicsClassical mechanics

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