室内定位技术的现实评价与比较:经验与教训

Proceedings of the 14th International Conference on Information Processing in Sensor Networks Pub Date : 2015-04-13 DOI:10.1145/2737095.2737726

Dimitrios Lymberopoulos, Jie Liu, Xue Yang, Romit Roy Choudhury, V. Handziski, Souvik Sen, Filip Lemic

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引用次数: 368

摘要

在2014年微软室内定位大赛中，我们通过比较不同的室内定位技术方法获得了结果、经验和教训。来自世界各地不同团队的22种不同的室内定位解决方案在同一个陌生的空间进行了为期2天的测试，使我们能够直接比较各种技术的准确性和开销。在本文中，我们对评估研究的结果进行了详细的分析，讨论了当前室内定位的最新技术，并根据我们组织本次活动的经验，强调了需要改进的领域，以使室内定位服务能够被采用。

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A realistic evaluation and comparison of indoor location technologies: experiences and lessons learned

We present the results, experiences and lessons learned from comparing a diverse set of technical approaches to indoor localization during the 2014 Microsoft Indoor Localization Competition. 22 different solutions to indoor localization from different teams around the world were put to test in the same unfamiliar space over the course of 2 days, allowing us to directly compare the accuracy and overhead of various technologies. In this paper, we provide a detailed analysis of the evaluation study's results, discuss the current state-of-the-art in indoor localization, and highlight the areas that, based on our experience from organizing this event, need to be improved to enable the adoption of indoor location services.

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Proceedings of the 14th International Conference on Information Processing in Sensor Networks

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