ROMar 24, 2021

Applications of UWB Networks and Positioning to Autonomous Robots and Industrial Systems

arXiv:2103.13488v24 citations
AI Analysis

It provides a comprehensive overview for researchers and practitioners in robotics and IIoT, integrating perspectives from both fields for the first time.

This survey reviews the state-of-the-art in UWB networking and localization for autonomous robots and industrial systems, covering novel techniques like scalable systems, collaborative localization, and machine learning to improve accuracy.

Ultra-wideband (UWB) technology is a mature technology that contested other wireless technologies in the advent of the IoT but did not achieve the same levels of widespread adoption. In recent years, however, with its potential as a wireless ranging and localization solution, it has regained momentum. Within the robotics field, UWB positioning systems are being increasingly adopted for localizing autonomous ground or aerial robots. In the Industrial IoT (IIoT) domain, its potential for ad-hoc networking and simultaneous positioning is also being explored. This survey overviews the state-of-the-art in UWB networking and localization for robotic and autonomous systems. We also cover novel techniques focusing on more scalable systems, collaborative approaches to localization, ad-hoc networking, and solutions involving machine learning to improve accuracy. This is, to the best of our knowledge, the first survey to put together the robotics and IIoT perspectives and to emphasize novel ranging and positioning modalities. We complete the survey with a discussion on current trends and open research problems.

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