Motion Modeling and Control of Lower Limb Exoskeleton Based on Max-Plus Algebra

被引:0
|
作者
Qin, Cuifeng [1 ]
Liu, Zuojun [1 ]
机构
[1] Hebei Univ Technol, Sch Artificial Intelligence, Tianjin 300130, Peoples R China
关键词
ASSISTANCE; REDUCTION; STABILITY;
D O I
10.1155/2021/8538787
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
Max-plus algebra is a special method to describe the discrete event system. In this paper, it is introduced to describe the motion of lower limb exoskeleton. Based on the max-plus algebra and the timed event graph, the walking process of exoskeleton is modelled. The max-plus algebra approach can describe the logical sequence and safety condition in the walking process, which cannot be achieved via other conventional modelling approaches. The autonomous control of lower limb exoskeleton system is studied via the model based on max-plus algebra. In the end, an FSM (finite state machine) controller embedded with the max-plus algebra model is proposed, and the experiments show ideal speed and gait/phase period control effect, as well as the good safety and stable performance.
引用
收藏
页数:10
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