InLocW: A reliable indoor tracking and guiding system for smartwatches with path re-routing

Vivek Chandel, D. Jaiswal, Avik Ghose
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引用次数: 6

Abstract

In this work, an end-to-end indoor routing and guiding solution, ‘InLocW’ (InLoc - Wearable) is discussed. The initial location fix of the user is obtained using an infrastructure of BLE beacons. Primary focus is on continuous calculation of instantaneous walking direction (a primary arrow displayed on the smartwatch) based on user's current location estimated by a particle filter which runs in the back end. A solution is devised to synchronize these directions to user's walking, thereby solving the problem of inherent latency between estimated and actual user's location in a PDR system. Another major contribution of this work is a preventive measure against the deviation of user from the path, for which a secondary arrow is displayed on the smartwatch to inform the user of any impending turn well before the turn itself. Also a correction module is implemented which re-routes the user back to the correct path in case any deviation from the optimum path is detected, which constitutes another major contribution. The overall system works without any dependence on a smartphone, or any involvement of user with the smartwatch during routing, thereby allowing them to walk without any distractions, and just follow the displayed directions. The system has been tested on paths with multiple turns and has proved to be efficient in preventing deviations from the routing path, and ensuring a smooth movement of user from source to the selected destination with high reliability.
InLocW:一个可靠的室内跟踪和引导系统,用于智能手表的路径重新路由
在这项工作中,讨论了端到端室内路由和引导解决方案“InLocW”(InLoc - Wearable)。用户的初始定位是使用BLE信标的基础设施获得的。主要重点是基于用户当前位置的持续计算瞬时行走方向(智能手表上显示的主箭头),该位置由后端运行的粒子过滤器估计。设计了一种将这些方向与用户行走同步的解决方案,从而解决了PDR系统中用户估计位置与实际位置之间的固有延迟问题。这项工作的另一个主要贡献是防止用户偏离路径的预防措施,在智能手表上显示一个辅助箭头,在转弯之前通知用户任何即将到来的转弯。此外,还实现了一个修正模块,在检测到任何偏离最佳路径的情况下,该模块将用户重新路由到正确的路径,这是另一个主要贡献。整个系统在不依赖智能手机的情况下工作,也不需要用户在路由过程中使用智能手表,从而允许他们在没有任何干扰的情况下行走,只需要遵循显示的方向。该系统在多转弯路径上进行了测试,结果表明,该系统能够有效地防止路径偏离,保证用户从源到选定目的地的平滑移动,可靠性高。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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