In recent years, high-speed navigation and environment interaction in the context of aerial robotics has become a field of interest for several academic and industrial research studies. In particular, Search and Intercept (SaI) applications for aerial robots pose a compelling research area due to their potential usability in several environments. Nevertheless, SaI tasks involve a challenging development regarding sensory weight, on-board computation resources, actuation design and algorithms for perception and control, among others. In this work, a fully-autonomous aerial robot for high-speed object grasping has been proposed. As an additional sub-task, our system is able to autonomously pierce balloons located in poles close to the surface. Our first contribution is the design of the aerial robot at an actuation and sensory level consisting of a novel gripper design with additional sensors enabling the robot to grasp objects at high speeds. The second contribution is a complete software framework consisting of perception, state estimation, motion planning, motion control and mission control in order to rapid- and robustly perform the autonomous grasping mission. Our approach has been validated in a challenging international competition and has shown outstanding results, being able to autonomously search, follow and grasp a moving object at 6 m/s in an outdoor environment
翻译:近年来,航空机器人背景下的高速导航和环境互动已成为若干学术和工业研究感兴趣的领域,特别是,对航空机器人的搜索和拦截(SaI)应用由于在若干环境中具有潜在的可用性,因此构成一个令人信服的研究领域。然而,SAI的任务涉及在感官重量、机载计算资源、动力设计和感知和控制算法等方面具有挑战性的发展。在这项工作中,提议了用于高速捕捉物体的完全自主的空中机器人。作为额外的子任务,我们的系统能够自主穿透靠近地表的极地上的气球。我们的第一个贡献是设计一个在感应和感官层面的空中机器人,包括一个新的控制器设计,使机器人能够以高速捕捉物体。第二个贡献是一个完整的软件框架,由感知、国家估计、运动规划、运动控制和任务控制组成,以便快速和有力地执行自主捕捉任务。我们的方法在具有挑战性的国际竞争中得到了验证,并在一个动态的国际竞争和感官层面上展示了出色的结果,能够自动搜索环境。