A Fuzzy Logic-based Cascade Control without Actuator Saturation for the Unmanned Underwater Vehicle Trajectory Tracking

被引:11
作者
Zhu, Danjie
Yang, Simon X. [1 ]
Biglarbegian, Mohammad
机构
[1] Univ Guelph, Sch Engn, Adv Robot & Intelligent Syst ARIS Lab, Guelph, ON N1G 2W1, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Backstepping control; Actuator saturation; Fuzzy logic; Sliding mode control; Speed jump; Trajectory tracking; Unmanned underwater vehicle; CONTROL-SYSTEMS;
D O I
10.1007/s10846-022-01742-w
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
An intelligent control strategy is proposed to eliminate the actuator saturation problem that exists in the trajectory tracking process of unmanned underwater vehicles (UUV). The control strategy consists of two parts: for the kinematic modeling part, a fuzzy logic-refined backstepping control is developed to achieve control velocities within acceptable ranges and errors of small fluctuations; on the basis of the velocities deducted by the improved kinematic control, the sliding mode control (SMC) is introduced in the dynamic modeling to obtain corresponding torques and forces that should be applied to the vehicle body. With the control velocities computed by the kinematic model and applied forces derived by the dynamic model, the robustness and accuracy of the UUV trajectory without actuator saturation can be achieved.
引用
收藏
页数:14
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