论文标题
公共交通中的被动Wi-Fi监测：马德拉岛的案例研究
Passive Wi-Fi Monitoring in Public Transport: A case study in the Madeira Island
论文作者
论文摘要
在过去的几年中，运输已经变得更加重要，影响了人们的满意度并显着影响其生活质量。在本文中，我们提出了一个低成本的基础设施，以收集被动Wi-Fi探针，以监视，优化和个性化公共交通工具，以实现更可持续的流动性。我们开发了一个使用无源Wi-Fi数据部署在19辆公共交通工具中的嵌入式系统。该数据以每车程和每次停车为基础进行分析，并与地面真相数据（票务）进行比较，同时还使用一种估算乘客出口，检测车辆上的峰值负载以及原点目的地习惯的方法。因此，我们认为该数据可以进行路线优化，并为地方当局和旅游委员会提供一种工具，以监视和优化路线和运输的管理，识别和预防可及性问题，以改善为公民和游客提供的服务，以实现更可持续的行动能力。
Transportation has become of evermore importance in the last years, affecting people's satisfaction and significantly impacting their quality of life. In this paper we present a low-cost infrastructure to collect passive Wi-Fi probes with the aim of monitoring, optimizing and personalizing public transport, towards a more sustainable mobility. We developed an embedded system deployed in 19 public transportation vehicles using passive Wi-Fi data. This data is analyzed on a per-vehicle and per-stop basis and compared against ground truth data (ticketing), while also using a method of estimating passenger exits, detecting peak loads on vehicles, and origin destination habits. As such, we argue that this data enables route optimization and provides local authorities and tourism boards with a tool to monitor and optimize the management of routes and transportation, identify and prevent accessibility issues, with the aim of improving the services offered to citizens and tourists, towards a more sustainable mobility.
