A Novel Multitransmitter and Multitarget Electromagnetic Positioning Model With Large Range and High Accuracy

IF 5.6 2区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
Peijun Zhong;Xujie Zhao;Zhiyong Yuan;Tingbao Zhang;Yu Feng;Jianhui Zhao
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引用次数: 0

Abstract

We propose a novel multitransmitter and multitarget electromagnetic positioning (EMP) model to address the issues of limited positioning range and low long-distance positioning accuracy of the existing single-transmitter EMP (EMP-Single) algorithms. The design of multitransmitter provides the model with a more flexible topology. During operation, the system autonomously selects an optimal combination of transmitters for positioning, thereby achieving a larger positioning range. The use of a two-stage accuracy improvement algorithm effectively reduces the system’s positioning error. Additionally, a frequency improvement algorithm is introduced to shorten the positioning cycle and increase the system’s frequency. Finally, we build a prototype system and successfully validate the effectiveness of our model and algorithm. Our EMP prototype system is proved to have higher positioning accuracy and a larger positioning range and can achieve high-accuracy positioning with a root mean square error (RMSE) of 0.1 cm in a large range with a positioning distance of 45 cm. The presented new model is possible to be used in human-computer interaction, VR/AR, and Internet of Things (IoT)-related fields such as hand gesture tracking.
一种新型的大范围高精度多发射机多目标电磁定位模型
针对现有单发射机多目标电磁定位(EMP- single)算法定位范围有限、远程定位精度低等问题,提出了一种新的多发射机多目标电磁定位(EMP)模型。多发射机的设计使该模型具有更灵活的拓扑结构。在运行过程中,系统自动选择最优的发射机组合进行定位,从而实现更大的定位范围。采用两阶段精度改进算法,有效地降低了系统的定位误差。此外,还引入了频率改进算法,缩短了定位周期,提高了系统的频率。最后,我们建立了一个原型系统,并成功地验证了模型和算法的有效性。实验证明,EMP原型系统具有更高的定位精度和更大的定位范围,在定位距离为45 cm的大范围内实现了均方根误差(RMSE)为0.1 cm的高精度定位。提出的新模型可用于人机交互,VR/AR和物联网(IoT)相关领域,如手势跟踪。
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来源期刊
IEEE Transactions on Instrumentation and Measurement
IEEE Transactions on Instrumentation and Measurement 工程技术-工程:电子与电气
CiteScore
9.00
自引率
23.20%
发文量
1294
审稿时长
3.9 months
期刊介绍: Papers are sought that address innovative solutions to the development and use of electrical and electronic instruments and equipment to measure, monitor and/or record physical phenomena for the purpose of advancing measurement science, methods, functionality and applications. The scope of these papers may encompass: (1) theory, methodology, and practice of measurement; (2) design, development and evaluation of instrumentation and measurement systems and components used in generating, acquiring, conditioning and processing signals; (3) analysis, representation, display, and preservation of the information obtained from a set of measurements; and (4) scientific and technical support to establishment and maintenance of technical standards in the field of Instrumentation and Measurement.
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