论文标题
基于UWB的多动能系统和协作异质多机器人系统的本地化:调查
UWB-Based Localization for Multi-UAV Systems and Collaborative Heterogeneous Multi-Robot Systems: a Survey
论文作者
论文摘要
近年来,超宽带技术已成为在GNSS拒绝环境中定位的强大解决方案。特别是,与其他无线本地化解决方案相比,它的高精度正能够提供更广泛的协作和多机器人应用程序方案,能够替换更复杂且昂贵的运动捕捉区域的用例,在这种情况下,在数十厘米阶的准确性就足够了。我们介绍了基于UWB的首次调查,该调查的本地化集中在多功能系统和异质多机器人系统上。我们发现,以前的文献综述并未深入考虑多个机器人的航空导航和导航中的挑战,而在异质的多机器人系统方面也是如此。尤其是,据我们所知,这是首次回顾基于UWB的(i)方法的最新进展的调查,该调查可以实现临时部署和动态部署; (ii)协作本地化技术; (iii)合作感测和合作操作,例如移动平台上的无人机对接。最后,我们还回顾了现有的数据集,并讨论了该技术在GNSS贬低的环境中的本地化和多机器人系统中的协作的潜力。
Ultra-wideband technology has emerged in recent years as a robust solution for localization in GNSS denied environments. In particular, its high accuracy when compared to other wireless localization solutions is enabling a wider range of collaborative and multi-robot application scenarios, being able to replace more complex and expensive motion-capture areas for use cases where accuracy in the order of tens of centimeters is sufficient. We present the first survey of UWB-based localization focused on multi-UAV systems and heterogeneous multi-robot systems. We have found that previous literature reviews do not consider in-depth the challenges in both aerial navigation and navigation with multiple robots, but also in terms of heterogeneous multi-robot systems. In particular, this is, to the best of our knowledge, the first survey to review recent advances in UWB-based (i) methods that enable ad-hoc and dynamic deployments; (ii) collaborative localization techniques; and (iii) cooperative sensing and cooperative maneuvers such as UAV docking on mobile platforms. Finally, we also review existing datasets and discuss the potential of this technology for both localization in GNSS-denied environments and collaboration in multi-robot systems.