Reducing Unnecessary Pedestrian-to-Vehicle Transmissions Using a Contextual Policy

Ali Rostami, Bin Cheng, Hongsheng Lu, M. Gruteser, J. Kenney
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引用次数: 7

Abstract

The safety of vulnerable road users (VRU) (e.g., pedestrians, bicyclists) can be improved by sharing their position and context information with vehicles over a wireless communication channel. However, challenges exist in managing transmission in densely populated areas with large numbers of VRUs, since these transmissions may overload the wireless channel leading to transmissions errors and increased battery consumption of the VRU device. This paper hence proposes a contextual transmission policy to address the above challenges. The policy leverages the GPS information available at a personal VRU device to control the message transmission rate for the VRU device. VRUs walking across a street are deemed highly vulnerable and use a larger message transmission rate. Others on the sidewalk are less vulnerable and transmitting fewer messages per time interval. Simulations of a Manhattan VRU scenario show that even with inaccurate GPS readings, significant numbers of transmission can be reduced, which results in a reduction of information age from being 90% of the times less than 1700 msec to 90% of the times less than 710 msec.
使用上下文策略减少不必要的行人到车辆的传输
弱势道路使用者(如行人、骑自行车者)的安全可以通过无线通信通道与车辆共享他们的位置和环境信息来提高。然而,在具有大量VRU的人口密集地区,管理传输存在挑战,因为这些传输可能会使无线信道过载,导致传输错误并增加VRU设备的电池消耗。因此,本文提出了一种语境传输策略来解决上述挑战。该策略利用个人VRU设备上可用的GPS信息来控制VRU设备的报文传输速率。步行过马路的vru被认为是高度脆弱的,使用更大的信息传输速率。人行道上的其他设备不那么脆弱,每隔一段时间发送的信息也更少。对曼哈顿VRU场景的模拟表明,即使GPS读数不准确,也可以减少大量传输,从而将信息年龄从90%的时间小于1700 msec降低到90%的时间小于710 msec。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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