Economic model predictive control for snake robot locomotion

被引:0
|
作者
Nonhoff, Marko [1 ]
Koehler, Philipp N. [2 ]
Kohl, Anna M. [3 ]
Pettersen, Kristin Y. [3 ]
Allgoewer, Frank [2 ]
机构
[1] Leibniz Univ Hannover, Inst Automat Control, D-30167 Hannover, Germany
[2] Univ Stuttgart, Inst Syst Theory & Automat Control, D-70550 Stuttgart, Germany
[3] Norwe gian Univ Sci & Technol, Dept Engn Cybernet, Ctr Autonomous Marine Operat & Syst NTNU AMOS, N-7491 Trondheim, Norway
来源
2019 IEEE 58TH CONFERENCE ON DECISION AND CONTROL (CDC) | 2019年
关键词
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this work, the control of snake robot locomotion via economic model predictive control (MPC) is studied. Only very few examples of applications of MPC to snake robots exist and rigorous proofs for recursive feasibility and convergence are missing. We propose an economic MPC algorithm that maximizes the robot's forward velocity and integrates the choice of the gait pattern into the closed loop. We show recursive feasibility of the MPC optimization problem, where some of the developed techniques are also applicable for the analysis of a more general class of system. Besides, we provide performance results and illustrate the achieved performance by numerical simulations. We thereby show that the economic MPC algorithm outperforms a standard lateral undulation controller and achieves constraint satisfaction. Surprisingly, a gait pattern different to lateral undulation results from the optimization.
引用
收藏
页码:8329 / 8334
页数:6
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