Obstacle Avoidance by a Hyperelliptic Potential and a Virtual Spring Method for Omnidirectional Cooperative Transportations

Ryoji Osaki
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Abstract

Robots can be expected to make our work efficient by covering transportation tasks in factories and warehouses. However, it is not easy to transport a long object in a narrow space. In our previous research, an omnidirectional cooperative transportation system was developed to transport a long-sized object with two lift-up robots. Then, an obstacle avoidance method was implemented with a virtual spring method when passing through a narrow space, so as to realize transportation even though some uncertainties are included in the prior map and localization. However, the model of the repulsion acted between the robot and the obstacle is not considered the shape of the carrying object. If the shape of the transported object is can be represented by a simple mathematical formula, such as a point or a circle, the robot can easily calculate the distance of the transported object and obstacles. However, the long rectangular object can’t be easily modeled. In this research, the shape of the transported object is modeled by the hyperellipsoidal approximation. Then, obstacle avoidances in the narrow space are realized by using repulsion with hyper-elliptic potential. The path to be followed is totally generated by the hyperelliptic potential and the virtual spring potential to obtain an efficient and shorter path. Finally, the usefulness of the proposed method is confirmed through some simulations by omnidirectional cooperative transportations of the long rectangular object in the narrow space.
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全方位协同运输的超椭圆势和虚拟弹簧避障方法
机器人可以通过覆盖工厂和仓库的运输任务来提高我们的工作效率。然而,在狭窄的空间中运输一个长物体并不容易。在我们之前的研究中,我们开发了一种全向合作运输系统,通过两个升降机器人来运输长尺寸的物体。然后,利用虚拟弹簧法实现了通过狭窄空间时的避障方法,实现了在先验地图和定位中存在一定不确定性的情况下实现运输。然而,机器人与障碍物之间的斥力模型没有考虑携带物体的形状。如果被运输物体的形状可以用一个简单的数学公式来表示,比如一个点或一个圆,机器人就可以很容易地计算出被运输物体与障碍物之间的距离。然而,长矩形对象不容易建模。在本研究中,输运物体的形状采用超椭球近似来建模。然后利用超椭圆势斥力实现了在狭窄空间内的避障。所要遵循的路径完全由超椭圆势和虚拟弹簧势生成,以获得一条高效且更短的路径。最后,通过长矩形物体在狭窄空间内的全向协同传输仿真,验证了所提方法的有效性。
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