使用现成组件建立超宽带定位系统

M. Gunia, F. Protze, N. Joram, F. Ellinger
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引用次数: 9

摘要

随着现代嵌入式系统提供的先进性能和越来越复杂的应用的不断发展,将定位技术集成到这些系统中越来越受到关注。减少上市时间的压力产生了快速设计本地化子系统的需求。对于室内应用,基于蓝牙或WLAN等快速接收信号强度的方法具有精度差的缺点。相比之下,提供高精度的专有解决方案,例如FMCW雷达,需要大量的开发工作,因此成本高昂。此外,大多数系统受到多路径效应的影响,最终降低了定位性能。超宽带提供厘米范围内的精度,并且由于利用高带宽而减轻了多路径。在IEEE 802.15.a标准中包含了定位支持之后,第一个商用超宽带IC现已上市。本文介绍了基于现成组件构建一个完全工作的定位系统的步骤,并介绍了必要的背景知识。具体来说,描述了硬件和软件设计,评估了成本,并执行了有关最终系统精度的测量。比较了圆定位和双曲定位两种定位技术。两者的平均误差都在30厘米左右,但最大误差不同。
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Setting up an Ultra-Wideband positioning system using off-the-shelf components
With the advanced performance offered by modern embedded systems and the continuous development of ever more complex applications, integration of positioning techniques into these systems gets increased attention. The pressure to reduce the time to market creates a need to rapidly designing subsystems for localization. For indoor applications, quickly employable received signal strength-based methods like Bluetooth or WLAN have the drawback of poor accuracy. In contrast, proprietary solutions providing high accuracy, e.g. FMCW radar, require enormous development efforts and thus are costly. Furthermore, most systems suffer from multi-path effects, finally degrading positioning performance. Ultra-Wideband offers accuracy in the centimetre range, moreover alleviating multi-path due to utilizing high bandwidth. After including positioning support in the IEEE 802.15.4a standard, the first commercial Ultra-Wideband IC are now available. The paper presents the steps taken to build a fully working positioning system based on off-the-shelf components and introduces the necessary background knowledge. Specifically, the hardware and software design is described, costs are evaluated, and measurements regarding the accuracy of the final system are executed. Two positioning techniques, i.e. Circular and Hyperbolic, are compared. Both provide an average error of around 30 cm, but differ in the maximum error.
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Fundamental limits in RSSI-based direction-of-arrival estimation Setting up an Ultra-Wideband positioning system using off-the-shelf components An adaptive approach to non-parametric estimation of dynamic probability density functions Probabilistic occupancy grid map building for Neobotix MP500 robot Comparison of wired and wireless synchronization with clock drift compensation suited for U-TDoA localization
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