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Novel iBeacon Placement for Indoor Positioning in IoT

机译:用于物联网室内定位的新型iBeacon放置

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Indoor positioning and location estimation inside the buildings is still challenging in the Internet of Things platform. However, the GPS signals could successfully solve the outdoor localization problem. A recently introduced RSS-based device, named iBeacon, paves the way to estimate the users location inside the buildings. Due to the complexity of indoor RF environments, the positioning accuracy is affected by the placement of the iBeacons. Inadvertently, the concept of iBeacon placement for improving the accuracy remains unattended by the current research. This paper provides a comprehensive analysis and experiments on the importance of iBeacon placement, and factors impacting the beacon signal quality. Moreover, we propose a novel beacon placement strategy, Crystal-shape iBeacon Placement. As another contribution, a customized application for android is developed which is used for recording and analyzing the iBeacon signals. Our proposed placement strategy could achieve 21.7% higher precision than the existing normal iBeacon placement.
机译:在物联网平台中,建筑物内部的室内定位和位置估计仍然具有挑战性。但是,GPS信号可以成功解决室外定位问题。最近推出的基于RSS的设备名为iBeacon,为估算用户在建筑物内的位置铺平了道路。由于室内RF环境的复杂性,iBeacon的放置会影响定位精度。无意间,iBeacon放置以提高准确性的概念仍未被当前研究关注。本文对iBeacon放置的重要性以及影响信标信号质量的因素进行了全面的分析和实验。此外,我们提出了一种新颖的信标放置策略,即水晶形iBeacon放置。作为另一贡献,开发了针对android的定制应用程序,该应用程序用于记录和分析iBeacon信号。我们提出的放置策略可以比现有的常规iBeacon放置提高21.7%的精度。

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