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Enhancing Improved Heuristic Drift Elimination for Wrist-Worn PDR Systems in Buildings

机译:在建筑物中加强改进的提高启发式漂移消除腕带的PDR系统

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Location based services are limited due to the weakness of the Global Navigation Satellite Systems (GNSS) to work properly in indoor and dense urban environments. Among the different technologies proposed to provide indoor positioning, inertial sensors based pedestrian dead-reckoning (PDR) is one of the more cost-effective solutions thanks to no additional infrastructure is needed to be installed, but its performance is time-limited by drift problems. Regarding the heading drift, some heuristics make use of the buildings' dominant directions in order to reduce this problem. In this paper, the method known as improved heuristic drift elimination (iHDE) is enhanced to be implemented in a Step-and-Heading (SHS) based PDR system, that allows to place the inertial sensors in almost any location of the user's body. Particularly, wrist-worn sensors will be used. Tests on synthetically generated and real data show that the iHDE method can be used in a SHS-based PDR without losing its heading drift reduction capability.
机译:由于全球导航卫星系统(GNSS)的弱点在室内和密集的城市环境中正常工作,基于位置的服务受到限制。在提供室内定位的不同技术中,基于惯性传感器的行人死亡(PDR)是更具成本效益的解决方案之一,因此不需要安装额外的基础设施,但其性能是受漂移问题的时间限制。关于标题漂移,有些启发式利用建筑物的主导方向,以减少这个问题。在本文中,增强了称为改进的启发式漂移消除(IHDE)的方法以在基于步进(SHS)的PDR系统中实现,其允许将惯性传感器放置在用户身体的几乎任何位置。特别是,将使用腕带磨损的传感器。对综合生成和实际数据的测试表明,IHDE方法可以在基于SHS的PDR中使用,而不会失去其标题漂移降低能力。

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