DragonFly: Single mmWave Radar 3D Localization of Highly Dynamic Tags in GPS-Denied Environments
Skanda Harisha, Jimmy G. D. Hester, Aline Eid
摘要
The accurate localization and tracking of dynamic targets, such as equipment, people, vehicles, drones, robots, and the assets that they interact with in GPS-denied indoor environments is critical to enabling safe and efficient operations in the next generation of spatially-aware industrial facilities. This paper presents DragonFly, a 3D localization system of highly dynamic backscatter tags using a single MIMO mmWave radar. The system delivers the first demonstration of a mmWave backscatter system capable of exploiting the capabilities of MIMO radars for the 3D localization of mmID tags moving at high speeds and accelerations at long ranges by introducing a critical Doppler disambiguation algorithm and a fully-integrated cross-polarized dielectric-lens-based mmID tag consuming a mere 68 µW. DragonFly was extensively evaluated in static and dynamic configurations, including on a flying quadcopter, and benchmarked against multiple baselines, demonstrating its ability to track the positions of multiple tags with a median 3D accuracy of 12 cm at speeds and acceleration on the order of 10 m s -1 and 4 m s -2 and at ranges of up to 50 m.
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它引用的顶会 Paper3
- Millimetro: mmWave retro-reflective tags for accurate, long range localizationElahe Soltanaghaei, Akarsh Prabhakara, Artur Balanuta, Matthew G. Anderson 等MobiCom 2021 · 被引用 111 次
- ULoc: Low-Power, Scalable and cm-Accurate UWB-Tag Localization and Tracking for Indoor ApplicationsMinghui Zhao, Tyler Chang, Aditya Arun, Roshan Sai Ayyalasomayajula 等UbiComp 2021 · 被引用 78 次
- mmTag: a millimeter wave backscatter networkMohammad Hossein Mazaheri, Alex Chen, Omid AbariSIGCOMM 2021 · 被引用 70 次
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