Vehicular Visible Light Communication with Dynamic Vision Sensor: A Preliminary Study

Wen-Hsuan Shen, Po-Wen Chen, Hsin-Mu Tsai
{"title":"Vehicular Visible Light Communication with Dynamic Vision Sensor: A Preliminary Study","authors":"Wen-Hsuan Shen, Po-Wen Chen, Hsin-Mu Tsai","doi":"10.1109/VNC.2018.8628425","DOIUrl":null,"url":null,"abstract":"State-of-the-art vehicular visible light communication (V2LC) systems utilize either a photodiode or a camera as the receiver, while both have their drawbacks. A photodiode-based receiver lacks the capability to separate signals from sources transmitting at the same time and is more vulnerable to interference. On the other hand, a camera-based receiver suffers from low system throughput, resulting from the low image frame rate of commodity cameras. In this paper, we investigate a solution which attempts to combine the best of both, and mitigate their drawbacks.We propose to use a new type of CMOS vision sensor: a dynamic vision sensor (DVS). Instead of recording still frames, a DVS only generates outputs when it senses a significant change of brightness in a pixel. The output of a DVS is a stream of events on the pixel basis with 1 μs resolution, which greatly increase the bandwidth. We investigate the key requirements of the modulation wave form when using a DVS camera-based receiver, and propose a new pulse wave form that maintains the same average luminance level while extending the operational range of the system. Preliminary experimental results show that the proposed wave form nearly triples the range to 8 m, compared to the range of 3 m when using the conventional inverse pulse position modulation wave form.","PeriodicalId":335017,"journal":{"name":"2018 IEEE Vehicular Networking Conference (VNC)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"6","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 IEEE Vehicular Networking Conference (VNC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/VNC.2018.8628425","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 6

Abstract

State-of-the-art vehicular visible light communication (V2LC) systems utilize either a photodiode or a camera as the receiver, while both have their drawbacks. A photodiode-based receiver lacks the capability to separate signals from sources transmitting at the same time and is more vulnerable to interference. On the other hand, a camera-based receiver suffers from low system throughput, resulting from the low image frame rate of commodity cameras. In this paper, we investigate a solution which attempts to combine the best of both, and mitigate their drawbacks.We propose to use a new type of CMOS vision sensor: a dynamic vision sensor (DVS). Instead of recording still frames, a DVS only generates outputs when it senses a significant change of brightness in a pixel. The output of a DVS is a stream of events on the pixel basis with 1 μs resolution, which greatly increase the bandwidth. We investigate the key requirements of the modulation wave form when using a DVS camera-based receiver, and propose a new pulse wave form that maintains the same average luminance level while extending the operational range of the system. Preliminary experimental results show that the proposed wave form nearly triples the range to 8 m, compared to the range of 3 m when using the conventional inverse pulse position modulation wave form.
基于动态视觉传感器的车辆可见光通信的初步研究
最先进的车载可见光通信(V2LC)系统利用光电二极管或摄像头作为接收器,而两者都有其缺点。基于光电二极管的接收器缺乏从同时发射的信号源分离信号的能力,并且更容易受到干扰。另一方面,由于普通摄像机的图像帧率较低,基于摄像机的接收机系统吞吐量较低。在本文中,我们研究了一种解决方案,它试图结合两者的优点,并减轻它们的缺点。我们建议使用一种新型的CMOS视觉传感器:动态视觉传感器(DVS)。而不是记录静止帧,分布式交换机只产生输出,当它感觉到一个像素的亮度显著变化。分布式交换机的输出是以像素为单位的事件流,分辨率为1 μs,大大增加了带宽。我们研究了使用基于分布式交换机摄像机的接收机时调制波形的关键要求,并提出了一种新的脉冲波形,该波形在保持相同的平均亮度水平的同时扩展了系统的工作范围。初步实验结果表明,与传统脉冲位置逆调制波形的3 m范围相比,所提出的波形范围几乎增加了两倍,达到8 m。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信