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The Smartphone-Based Offline Indoor Location Competition at IPIN 2016: Analysis and Future Work

机译:在IPIN 2016上基于智能手机的离线室内位置竞赛:分析和未来工作

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摘要

This paper presents the analysis and discussion of the off-site localization competition track, which took place during the Seventh International Conference on Indoor Positioning and Indoor Navigation (IPIN 2016). Five international teams proposed different strategies for smartphone-based indoor positioning using the same reference data. The competitors were provided with several smartphone-collected signal datasets, some of which were used for training (known trajectories), and others for evaluating (unknown trajectories). The competition permits a coherent evaluation method of the competitors’ estimations, where inside information to fine-tune their systems is not offered, and thus provides, in our opinion, a good starting point to introduce a fair comparison between the smartphone-based systems found in the literature. The methodology, experience, feedback from competitors and future working lines are described.
机译:本文介绍了在第七届国际室内定位与室内导航国际会议(IPIN 2016)上进行的场外本地化竞赛的分析和讨论。五个国际小组使用相同的参考数据针对基于智能手机的室内定位提出了不同的策略。为竞争对手提供了几个智能手机收集的信号数据集,其中一些用于训练(已知轨迹),而其他用于评估(未知轨迹)。竞争允许采用一种一致的评估方法来评估竞争者的评估方法,其中不提供用于微调其系统的内部信息,因此,我们认为,这是一个很好的起点,可以在发现的基于智能手机的系统之间进行公平的比较在文学中。描述了方法,经验,来自竞争对手的反馈以及未来的工作思路。

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