通过虚拟整体约束的动态塑造,在具有脉冲现象的欠驱动系统中进行运动规划

IF 4.3 2区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS Robotics and Autonomous Systems Pub Date : 2024-08-30 DOI:10.1016/j.robot.2024.104798
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引用次数: 0

摘要

有节奏的运动传统上是通过为空间系统的状态设定预定路径来实现的。由于这些路径是离线获得的,因此动态行为无法适应环境条件或用户指令愿望的变化。我们提出的解决方案是一种名为 "动态塑形 "的新策略,在这种策略中,路径是在线形成的,允许系统创建一个具有我们所需的特性的轨道。因此,本文重点将这一策略应用于具有一度欠动和冲动现象的动力学(DSODUIP),以调整结果的特性,使其符合需求。因此,考虑到避免发散的稳定性准则,设计了一种新型的两级分层控制方法。在低层次,控制器稳定系统输出,以遵循系统上的虚拟整体约束。在高层,对 VHC 进行修改,以形成具有我们所需的运动特性的轨道。举例说明,该算法用于调整魔鬼棍的平均角速度和三连杆双足机器人的臀部速度。其结果生动地展示了在实现我们所期望的结果方面的平滑调整和高效性能。
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Motion planning in underactuated systems with impulsive phenomenon via dynamic shaping of virtual holonomic constraints

Rhythmic motions are traditionally achieved by developing predetermined paths for the states of the space system to follow. Since these paths are obtained offline, the dynamic behavior fails to adapt to changes in environmental conditions or user command desires. The solution we propose is a new strategy called dynamic shaping, in which the paths are formed online to allow the system to create an orbit with the characteristics we need. Hereupon, this paper focuses on applying this strategy to Dynamics with One Degree of Under-actuation and Impulsive Phenomenon (DSODUIP) to adapt the characteristics of outcomes to be in line with the demands.

This research was conducted by leveraging the advantages of virtual holonomic constraints (VHCs) to establish these paths. Therefore, a novel two-level hierarchical control method is designed considering a stability criterion to avoid divergence. At the Low-Level, the controllers stabilize the output of system to follow the VHCs on the system. At the High-Level, the VHCs are modified to shape an orbit with our desired characteristic in the motion. As an illustrative example, the algorithm is implemented to adjust the average angular velocity of a devil stick and the hip velocity of a Three-Link biped robot. Their results vividly demonstrate smooth adjustments and efficient performance in achieving our desired outcomes.

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来源期刊
Robotics and Autonomous Systems
Robotics and Autonomous Systems 工程技术-机器人学
CiteScore
9.00
自引率
7.00%
发文量
164
审稿时长
4.5 months
期刊介绍: Robotics and Autonomous Systems will carry articles describing fundamental developments in the field of robotics, with special emphasis on autonomous systems. An important goal of this journal is to extend the state of the art in both symbolic and sensory based robot control and learning in the context of autonomous systems. Robotics and Autonomous Systems will carry articles on the theoretical, computational and experimental aspects of autonomous systems, or modules of such systems.
期刊最新文献
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