Event-driven model-free control in motion control with comparisons

被引:12
|
作者
Wang, Jing [1 ]
Mounier, Hugues [1 ]
Niculescu, Silviu-Iulian [1 ]
Geamanu, Marcel-Stefan [2 ]
Cela, Arben [3 ]
机构
[1] Univ Paris Sud, Univ Paris Saclay, Cent Supelec, L2S,CNRS, 3 Rue Joliot Curie, F-91192 Gif Sur Yvette, France
[2] Renexter Renault, Auto Int B dul Iuliu Maniu, 7,Corp B,Et 2,Sect 6, Bucharest, Romania
[3] UPE, ESIEE Paris, Comp Sci & Telecommun Dept, 2 Bd Blaise Pascal, F-93162 Noisy Le Grand, France
关键词
model-free control; event-driven control; intelligent PID; quadrotor control; vehicular control;
D O I
10.1093/imamci/dnw023
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The event-driven model-free control is proposed in this article, which deals with the 'trade-off' between computational cost and system performance. Model-free controllers demand low computational resources and have high robustness, which is especially suitable for embedded systems with complex dynamics and/or affected by disturbances. The proposed method is implemented in two distinct nonlinear Multiple Input, Multiple Output (MIMO) motion models: a quadrotor model hovering in different weather circumstances and a vehicular friction control model operating in variable road surface conditions. Under the time- and event-driven schemes, the model-free control is compared with standard control strategies in various realistic scenarios.
引用
收藏
页码:1255 / 1275
页数:21
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