UWBOri: Enabling Accurate Orientation Estimation with Ultra-wideband Signals

The development of smart devices has highlighted the need for human-device interaction. A key aspect of this interaction lies in the estimation of the physical orientation of the device, which is crucial for various applications. Conventional methods employing Inertial Measurement Units (IMU) encounter limitations such as cumulative errors and magnetic interference. In this paper, we propose UWBOri, a novel method for orientation estimation using Ultra-wideband (UWB) technology. UWB technology, which is increasingly integrated into smart devices, offers superior ranging accuracy owing to its large bandwidth. By leveraging the localization information obtained between a fixed UWB-equipped anchor device and the user device, UWBOri can accurately estimate the orientation of the user device. The efficacy of UWBOri has been validated through extensive laboratory experiments designed to evaluate the accuracy of orientation estimation. Furthermore, we demonstrate the practical applicability of UWBOri in two distinct scenarios: IoT device selection and augmented reality (AR). These applications illustrate the potential of our solution in real-world scenarios.

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Published
2024-12-02
DOI
https://doi.org/10.1109/swc62898.2024.00085
Primary Topic
Indoor and Outdoor Localization Technologies
Type
article
Field-Weighted Citation Impact
0.00

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article

UWBOri: Enabling Accurate Orientation Estimation with Ultra-wideband Signals

Daqing Zhang, Zhaoxin Chang, Fusang Zhang, Xinyu Xue et al.
Indoor and Outdoor Localization Technologies
article

UWBOri: Enabling Accurate Orientation Estimation with Ultra-wideband Signals

Daqing Zhang, Zhaoxin Chang, Fusang Zhang, Xinyu Xue, Zeyu Wang, Jie Xiong, Badii Jouaber
article en

Abstract

The development of smart devices has highlighted the need for human-device interaction. A key aspect of this interaction lies in the estimation of the physical orientation of the device, which is crucial for various applications. Conventional methods employing Inertial Measurement Units (IMU) encounter limitations such as cumulative errors and magnetic interference. In this paper, we propose UWBOri, a novel method for orientation estimation using Ultra-wideband (UWB) technology. UWB technology, which is increasingly integrated into smart devices, offers superior ranging accuracy owing to its large bandwidth. By leveraging the localization information obtained between a fixed UWB-equipped anchor device and the user device, UWBOri can accurately estimate the orientation of the user device. The efficacy of UWBOri has been validated through extensive laboratory experiments designed to evaluate the accuracy of orientation estimation. Furthermore, we demonstrate the practical applicability of UWBOri in two distinct scenarios: IoT device selection and augmented reality (AR). These applications illustrate the potential of our solution in real-world scenarios.

Microsoft (United States) (US), University of Massachusetts Amherst (US), University of Michigan (US), Institute of Software (CN), Institut Polytechnique de Paris (FR), University of Chinese Academy of Sciences (CN)
National Natural Science Foundation of China, Innovative Medicines Initiative
Openalex Percentile: Top 83%
Indoor and Outdoor Localization Technologies
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