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Cushioned extended-periphery avoidance: A reactive obstacle avoidance plugin

机译:减震的扩展外围避让:反应性避障插件

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While collision avoidance and flight stability are generally a micro air vehicle's (MAVs) highest priority, many map-based path planning algorithms focus on path optimality, often assuming a static, known environment. For many MAV applications a robust navigation solution requires responding quickly to obstacles in dynamic, tight environments with non-negligible disturbances. This article first outlines the Reactive Obstacle Avoidance Plugin framework as a method for leveraging map-based algorithms while providing low-latency, high-bandwidth response to obstacles. Further, we propose and demonstrate the effectiveness of the Cushioned Extended-Periphery Avoidance (CEPA) algorithm. By representing recent laser scans in the current body-fixed polar coordinate frame, a 360¿¿ lower-bound understanding of the environment is available. With this extended field of view, motion assumptions common in other reactive planners can be relaxed and emergency control effort can be applied in any direction. CEPA is validated in simulation and on hardware in a GPS-denied environment using strictly onboard computation and sensing.
机译:虽然防撞和飞行稳定性通常是微型飞行器(MAV)的最高优先事项,但许多基于地图的路径规划算法通常都在静态,已知的环境下着重于路径最优性。对于许多MAV应用而言,强大的导航解决方案需要在动态,严密的环境中对障碍物做出快速响应,且干扰不可忽略。本文首先概述了反应式避障插件框架,该框架是一种利用基于地图的算法同时提供对障碍物的低延迟,高带宽响应的方法。此外,我们提出并证明了缓冲扩展外围技术避免(CEPA)算法的有效性。通过在当前的人体固定极坐标系中表示最近的激光扫描,可以获得对环境的360°下限了解。通过这种扩展的视野,可以放宽其他反应式计划人员中常见的运动假设,并且可以在任何方向上进行紧急控制。 CEPA经过严格的机载计算和传感,在GPS拒绝环境中的仿真和硬件上均经过了验证。

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