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Obstacle Avoidance Using Optical Flow Balancing and Looming

机译:使用光流平衡和织机避免障碍

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Optical flow balancing guidance laws used to avoidobstacles are investigated. First, a 2-D analysis is presentedwhere the rate of the Line Of Sight (LOS) from the vehicle toeach obstacle on the right and left hand sides of the camera'sboresight is measured and a guidance law nulls the LOS rates'difference. Simulation results are obtained initially using noFOV limitations, then applying Field Of View (FOV) restrictionswith additional obstacles in the scene. Equalizing the LOS rateswith no FOV limitations, actually results in a collision, exceptif the vehicle is initially on the orthogonal bisector of the lineconnecting two obstacles. In this instance, the trajectory is notstable and a collision with an obstacle might ensue. However,multiple obstacles and FOV limitations in conjunction withsimple reactive guidance commands is conducive to obstacleavoidance. Evidence is presented that leads to the conclusionthat balancing the optic flows seems to cause the UAV toavoid the obstacles. The special symmetric case is analyzed.This trajectory is unstable to perturbations, but obstacles areavoided. Finally, looming is then quantified as an increase inthe included angle between the LOS's to two features. Thelooming of an object in the camera's FOV is measured andis used with LOS rate balancing for synthesizing a collisionavoidance guidance law.
机译:避免使用光流平衡指导法则 调查障碍。首先,介绍二维分析 从车辆到的视线(LOS)的速率 相机左右两侧的每个障碍物 测量视力,并制定指导法使LOS费率无效 区别。最初使用no获得仿真结果 FOV限制,然后应用视场(FOV)限制 场景中还有其他障碍。均衡LOS费率 没有FOV限制,实际上会导致碰撞,除了 如果车辆最初在直线的正交平分线上 连接两个障碍。在这种情况下,轨迹不是 稳定,可能会发生与障碍物的碰撞。然而, 多个障碍和视场限制与 简单的反应式制导指令有利于障碍物 回避。提出结论的证据 平衡光流似乎导致无人机 避开障碍物。分析了特殊的对称情况。 该轨迹对于扰动是不稳定的,但是障碍是 避免。最后,将隐约性量化为 LOS与两个要素之间的夹角。这 测量相机FOV中物体的隐隐性并 与LOS速率平衡一起使用以合成碰撞 规避指导法。

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