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Post-Impact Motion Planning and Tracking Control for Autonomous Vehicles 被引量:4

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摘要 There is an increasing awareness of the need to reduce traffic accidents and fatality due to vehicle collision.Post-impact hazards can be more serious as the driver may fail to maintain effective control after collisions.To avoid subsequent crash events and to stabilize the vehicle,this paper proposes a post-impact motion planning and stability control method for autonomous vehicles.An enabling motion planning method is proposed for post-impact situations by combining the polynomial curve and artificial potential field while considering obstacle avoidance.A hierarchical controller that consists of an upper and a lower controller is then developed to track the planned motion.In the upper controller,a time-varying linear quadratic regulator is presented to calculate the desired generalized forces.In the lower controller,a nonlinear-optimization-based torque allocation algorithm is proposed to optimally coordinate the actuators to realize the desired generalized forces.The proposed scheme is verified under comprehensive driving scenarios through hardware-in-loop tests.
出处 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2022年第5期315-332,共18页 中国机械工程学报(英文版)
基金 Beijing Municipal Science and Technology Commission via the Beijing Nova Program(Grant No.Z201100006820007).
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