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Low-Cost and Data Anonymised City Traffic Flow Data Collection to Support Intelligent Traffic System

机译:低成本和匿名数据的城市交通流数据收集以支持智能交通系统

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摘要

There are many methods of collecting traffic flow data, especially using smart phone apps. However, few current solutions balance the need for collecting full route data whilst respecting privacy and remaining low-cost. This project looks into the creation of a wireless sensor network (WSN) that can balance these requirements in an attempt to negate some of the concerns that come with this type of technology. Our proposed system only collects location data within a defined city area. This data is collected with a randomized identifier, which limits repeated identification of the source vehicle and its occupants. Data collected is shared between vehicle and roadside base stations when the two are in range. To deal with the fluid nature of this scenario, a purposely designed Media Access Control (MAC) protocol was designed and implemented using the beacon-slotted ALOHA (Advocates of Linux Open-source Hawaii Association) mechanism.
机译:收集交通流量数据的方法有很多,尤其是使用智能手机应用程序时。但是,目前很少有解决方案在平衡隐私和保持低成本的同时,平衡收集完整路线数据的需求。该项目研究了无线传感器网络(WSN)的创建,该无线传感器网络可以平衡这些要求,以消除这种技术带来的一些担忧。我们提出的系统仅在定义的城市区域内收集位置数据。使用随机标识符来收集此数据,这限制了源车辆及其乘员的重复标识。当两者都在范围内时,在车辆和路边基站之间共享收集的数据。为了应对这种情况的不确定性,使用信标插槽的ALOHA(Linux开源夏威夷协会的倡导者)机制设计并实现了专门设计的媒体访问控制(MAC)协议。

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