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A rapid-prototyping platform for PDR-based indoor positioning system on smart phones

机译:智能手机上基于PDR的室内定位系统的快速原型平台

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Pedestrian Dead Reckoning (PDR) is a popular indoor positioning mechanism that requires minimal infrastructure. Meanwhile, smart phone is becoming popular in recent years, making it an ideal sensor platform for indoor positioning. Nevertheless, realizing PDR on a smart phone is still challenging as the developer has to go through several construct/ evaluate cycles before finding appropriate algorithms and parameters. In this paper, we propose a flexible platform for rapid-prototyping PDR indoor positioning engine on smart phones. Based on the platform, the developer is able to tailor the engine by the composition of components so that the construct/evaluate cycle time can be greatly reduced. A case study and experiments are also presented to explain how the proposed platform assists developers to improve accuracy overtime.
机译:行人航位推算(PDR)是一种流行的室内定位机制,需要最少的基础设施。同时,近年来智能手机正变得越来越流行,使其成为室内定位的理想传感器平台。然而,由于开发人员在寻找合适的算法和参数之前必须经历多个构建/评估周期,因此在智能手机上实现PDR仍然具有挑战性。在本文中,我们为智能手机上的快速原型PDR室内定位引擎提供了一个灵活的平台。基于该平台,开发人员能够通过组件的组成来定制引擎,从而可以大大缩短构建/评估周期的时间。还提供了一个案例研究和实验来解释所提出的平台如何帮助开发人员提高超时精度。

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