Novel indoor positioning system based on ultra-wide bandwidth.

4区 计算机科学 Q1 Arts and Humanities Visual Computing for Industry, Biomedicine, and Art Pub Date : 2020-01-07 DOI:10.1186/s42492-019-0038-1
Zhen Wei, Rui Jiang, Xing Wei, Yun-An Cheng, Lei Cheng, Cai Wang
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引用次数: 7

Abstract

To tackle challenges such as interference and poor accuracy of indoor positioning systems, a novel scheme based on ultra-wide bandwidth (UWB) technology is proposed. First, we illustrate a distance measuring method between two UWB devices. Then, a Taylor series expansion algorithm is developed to detect coordinates of the mobile node using the location of anchor nodes and the distance between them. Simulation results show that the observation error under our strategy is within 15 cm, which is superior to existing algorithms. The final experimental data in the hardware system mainly composed of STM32 and DW1000 also confirms the performance of the proposed scheme.

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基于超宽带的新型室内定位系统。
针对室内定位系统存在的干扰和精度差等问题,提出了一种基于超宽带(UWB)技术的室内定位方案。首先,我们说明了两个超宽带设备之间的距离测量方法。然后,提出了一种泰勒级数展开算法,利用锚节点的位置和锚节点之间的距离来检测移动节点的坐标。仿真结果表明,该策略的观测误差在15 cm以内,优于现有算法。在以STM32和DW1000为主的硬件系统上的最终实验数据也证实了所提方案的性能。
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来源期刊
Visual Computing for Industry, Biomedicine, and Art
Visual Computing for Industry, Biomedicine, and Art Arts and Humanities-Visual Arts and Performing Arts
CiteScore
5.60
自引率
0.00%
发文量
28
审稿时长
5 weeks
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