避免碰撞的平面浮动蛇形机器人优化调整方向

IF 4.3 2区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS Robotics and Autonomous Systems Pub Date : 2024-05-15 DOI:10.1016/j.robot.2024.104711
Omar Itani , Elie Shammas , Dany Abou Jaoude
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引用次数: 0

摘要

本文提出了一种浮动平面欠动超冗余蛇形机器人的运动规划算法。该算法可生成局部最优形状轨迹,即机器人基础空间中的连续轨迹。这种形状轨迹会产生蛇形机器人所需的旋转,即改变不受控制的方向纤维变量。建议的方法将运动规划问题表述为一个优化问题,目标函数可定义为最小化各种指标,如基于能量的成本函数。此外,建议的运动规划算法使用启发式方法生成形状轨迹,以避免自交和障碍物碰撞。因此,该运动规划方法生成的形状轨迹能使用户定义的成本函数局部最小化,并消除自交或障碍物碰撞。通过对五连杆和七连杆蛇形机器人进行数值模拟,验证了所提出的步态生成方法。
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Optimal reorientation of planar floating snake robots with collision avoidance

In this paper, a motion planning algorithm for floating planar under-actuated hyper-redundant snake robots is proposed. The presented algorithm generates locally optimal shape trajectories, i.e., continuous trajectories in the base space of the robot. Such shape trajectories produce a desired rotation of the snake robot, i.e., change in the uncontrolled orientation fiber variable. The proposed method formulates the motion planning problem as an optimization problem where the objective function could be defined to minimize various metrics, such as energy-based cost functions. Additionally, the proposed motion planning algorithm uses a heuristic to generate shape trajectories that avoid self-intersections and obstacle collision. Hence, the motion planning method generates shape trajectories that locally minimize user-defined cost functions and eliminate self-intersections or obstacle collision. The proposed gait generation method is validated using numerical simulations of five-link and seven-link snake robots.

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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.
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