scholarly journals Tiltrotors Position Tracking Controller Design Using Deep Reinforcement Learning

Author(s):  
Yujia Huo ◽  
Yiping Li ◽  
Xisheng Feng
2014 ◽  
Vol 2014 ◽  
pp. 1-9 ◽  
Author(s):  
Lie Guo ◽  
Ping-Shu Ge ◽  
Ming Yue ◽  
Yi-Bing Zhao

To enhance the active safety and realize the autonomy of intelligent vehicle on highway curved road, a lane changing trajectory is planned and tracked for lane changing maneuver on curved road. The kinematics model of the intelligent vehicle with nonholonomic constraint feature and the tracking error model are established firstly. The longitudinal and lateral coupling and the difference of curvature radius between the outside and inside lane are taken into account, which is helpful to enhance the authenticity of desired lane changing trajectory on curved road. Then the trajectory tracking controller of closed-loop control structure is derived using integral backstepping method to construct a new virtual variable. The Lyapunov theory is applied to analyze the stability of the proposed tracking controller. Simulation results demonstrate that this controller can guarantee the convergences of both the relative position tracking errors and the position tracking synchronization.


IEEE Access ◽  
2021 ◽  
Vol 9 ◽  
pp. 40706-40715
Author(s):  
Mohammad Reza Satouri ◽  
Abolhassan Razminia ◽  
Saleh Mobayen ◽  
Pawel Skruch

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