论文标题

无人机Miniugv混合动力系统,用于隐藏区域勘探和操纵

UAV-miniUGV Hybrid System for Hidden Area Exploration and Manipulation

论文作者

Pushp, Durgakant, Kalhapure, Swapnil, Das, Kaushik, Liu, Lantao

论文摘要

我们提出了一个新型混合系统(硬件和软件),该系统携带微型无人接地车(MiniUGV),以执行复杂的搜索和操纵任务。该系统利用异质机器人来完成使用单个机器人系统无法完成的任务。它使无人机可以探索一个带有狭窄开口的隐藏空间,Miniugv可以轻松进入并逃脱。假定隐藏的空间可用于MiniUGV。 MiniUGV使用红外(IR)传感器和单眼相机来搜索隐藏空间中的对象。提出的系统利用了相机的更广阔的视野(FOV)以及对象检测算法的随机性质,以引导隐藏空间中的MiniUGV找到对象。找到对象后,MiniUGV使用视觉伺服抓住它,然后返回其起点,从无人机将其缩回并将物体运送到安全的地方。如果在隐藏空间中没有发现对象,则无人机继续进行空中搜索。束缚的MiniUGV使无人机具有超出其影响力并执行搜索和操纵任务的能力,而该任务对于任何机器人都无法单独进行。该系统具有广泛的应用,我们通过重复实验证明了其可行性。

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.

扫码加入交流群

加入微信交流群

微信交流群二维码

扫码加入学术交流群,获取更多资源