We propose a novel hybrid system (both hardware and software) of an Unmanned Aerial Vehicle (UAV) carrying a miniature Unmanned Ground Vehicle (miniUGV) to perform a complex search and manipulation task. This system leverages heterogeneous robots to accomplish a task that cannot be done using a single robot system. It enables the UAV to explore a hidden space with a narrow opening through which the miniUGV can easily enter and escape. The hidden space is assumed to be navigable for the miniUGV. The miniUGV uses Infrared (IR) sensors and a monocular camera to search for an object in the hidden space. The proposed system takes advantage of a wider field of view (fov) of the camera as well as the stochastic nature of the object detection algorithms to guide the miniUGV in the hidden space to find the object. Upon finding the object the miniUGV grabs it using visual servoing and then returns back to its start point from where the UAV retracts it back and transports the object to a safe place. In case there is no object found in the hidden space, UAV continues the aerial search. The tethered miniUGV gives the UAV an ability to act beyond its reach and perform a search and manipulation task which was not possible before for any of the robots individually. The system has a wide range of applications and we have demonstrated its feasibility through repetitive experiments.
翻译:我们提议建立一个新型混合系统(硬件和软件),由无人驾驶航空飞行器(UAV)携带一个小型无人驾驶地面飞行器(MiniUGV)执行复杂的搜索和操作任务。这个系统利用多式机器人完成一个无法使用单一机器人系统完成的任务。它使UAV能够探索一个隐藏的空间,其中有一个狭小的开口,小型UGV可以很容易地进入和逃跑。假定隐蔽的空间是小型UGV的导航。小型UGV使用红外传感器和一个单目相机搜索隐藏空间中的物体。提议的系统利用相机的更广泛视野(fov)以及物体探测算法的随机性来帮助小型UGV找到该物体。在找到该物体时,小型UGV会用视觉静脉定位来抓取它,然后返回其起始点,UAV反射传感器将物体转移到一个安全的地方。如果在小型VVAV的隐蔽空间应用上找不到任何空间搜索能力,那么在秘密的搜索范围上,我们就无法进行搜索。