论文标题

里斯本热点:Wi-Fi访问点数据集用于时间限制位置证明

Lisbon Hotspots: Wi-Fi access point dataset for time-bound location proofs

论文作者

Claro, Rui, Eisa, Samih, Pardal, Miguel L.

论文摘要

Wi-Fi热点是旅途中人们,尤其是游客的宝贵资源,因为他们提供了将个人设备连接到互联网的方法。在许多情况下,这种额外的连接可能会有所帮助,例如,在不可用的蜂窝连接或昂贵时,启用地图和聊天应用程序在户外操作。零售商店和许多公共服务已经认识到,热点有可能吸引和留住客户,因此其中许多人提供了免费和开放的Wi-Fi。在繁忙的城市,有许多当地人和游客,热点的数量非常重要。这些热点中的一些可长期使用,而另一些则是短暂的。当我们有许多用户收集热点观测的设备时,可以使用长期寿命的热点来检测位置 - 并证明访问位置的时间 - 使用该位置上的其他用户观察到的短寿命热点。 在本文中,我们在几个月内介绍了来自葡萄牙里斯本市最重要的旅游地点收集的Wi-Fi数据的数据集,该数据集用于显示使用热点数据进行位置检测和证明的可行性。评估了获得的数据和算法的特定用例:智能旅游。我们还介绍了用于存储观测值的数据模型和开发的算法,以检测和证明用户设备在特定时间的位置。里斯本热点数据集,LXSPOTS,可公开向科学界公开使用,以便其他研究人员也可以利用它来开发新的,创新的移动和互联网应用程序。

Wi-Fi hotspots are a valuable resource for people on the go, especially tourists, as they provide a means to connect personal devices to the Internet. This extra connectivity can be helpful in many situations, e.g., to enable map and chat applications to operate outdoors when cellular connectivity is unavailable or is expensive. Retail stores and many public services have recognized that hotspots have potential to attract and retain customers, so many of them offer free and open Wi-Fi. In busy cities, with many locals and visitors, the number of hotspots is very significant. Some of these hotspots are available for long periods of time, while others are short-lived. When we have many users with devices collecting hotspot observations, they can be used to detect the location -- using the long-lived hotspots -- and to prove the time when the location was visited -- using the short-lived hotspots observed by others users at the location. In this article, we present a dataset of collected Wi-Fi data from the most important tourist locations in the city of Lisbon, Portugal, over a period of months, that was used to show the feasibility of using hotspot data for location detection and proof. The obtained data and algorithms were assessed for a specific use case: smart tourism. We also present the data model used to store the observations and the algorithms developed to detect and prove location of a user device at a specific time. The Lisbon Hotspots dataset, LXspots, is made publicly available to the scientific community so that other researchers can also make use of it to develop new and innovative mobile and Internet of Things applications.

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