Single-Anchor Ultra-Wideband Localization System Using Wrapped PDoA

被引:29
作者
Ge, Feng [1 ]
Shen, Yuan [1 ]
机构
[1] Tsinghua Univ, Beijing Natl Res Ctr Informat Sci & Technol, Dept Elect Engn, Beijing 100084, Peoples R China
基金
国家重点研发计划; 中国国家自然科学基金;
关键词
Location awareness; Antenna measurements; Estimation; Three-dimensional displays; Mobile computing; Ultra wideband antennas; Position measurement; 3D single-anchor localization; UWB antenna array; phase ambiguity; soft positional information; information fusion; NETWORK LOCALIZATION; IMPULSE RADIO; SIGNAL; ARRAY; PARAMETERS; NAVIGATION; ESPRIT;
D O I
10.1109/TMC.2021.3083613
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The ultra-wideband (UWB) technology has been widely used in high-accuracy localization systems benefiting from its superior time-resolution and stability. In recent years, the single-anchor localization (SAL) scheme has attracted intense interests with its high accuracy, low system complexity, and low deployment costs compared to traditional UWB localization schemes. In this paper, we develop a SAL system which achieves 3D high-accuracy localization using time and wrapped phase measurements of UWB signals. We expand the array aperture to improve the localization accuracy and address the phase wrapping problem using information fusion. Statistical characterization of ambiguous position estimates is encapsulated by soft positional information (SPI), which is approximated by Gaussian mixture model (GMM) to accelerate the filtering process. The parameters of GMM are estimated by an efficient parallel algorithm and two filtering methods are proposed to track the agent in different scenarios using approximate SPI. Finally, we implement the system on a low-cost platform and experimental results show that the proposed SAL system can achieve decimeter-level 3D localization accuracy in outdoor and indoor environments.
引用
收藏
页码:4609 / 4623
页数:15
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