77 GHz车载雷达雷达-相机融合模块研究

Sathishkumar Rangasamy, W. Goh, Z. Zhigang
{"title":"77 GHz车载雷达雷达-相机融合模块研究","authors":"Sathishkumar Rangasamy, W. Goh, Z. Zhigang","doi":"10.1109/CEECT53198.2021.9672644","DOIUrl":null,"url":null,"abstract":"This paper evaluates a 77GHz radar based automotive system that identify and classify objects in front of a vehicle. A FMCW (Frequency-Modulated Continuous-Wave) radar transmits a chirp signal whose frequency increases linearly with time from 77GHz to 81GHz. The reflected signal is then mixed with the transmitted signal using a mixer to generate an IF (intermediate frequency) signal. Thereafter, the IF signal is converted to a digital signal using an ADC. Fast Fourier transform FFT) is performed on the digitized samples to determine its range. Constant false alarm rate (CFAR) algorithms are also applied to determine the targeted object from the cluster of objects. This is ongoing research and hence, the discussions presented is limited to the following topics: 1. Range estimation based on frequency spectrum of a 77 GHz radar sensor. 2. The need for radar-camera fusion development.","PeriodicalId":153030,"journal":{"name":"2021 3rd International Conference on Electrical Engineering and Control Technologies (CEECT)","volume":"2 4 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"A Study on 77 GHz Automotive Radar for Radar-Camera Fusion Module\",\"authors\":\"Sathishkumar Rangasamy, W. Goh, Z. Zhigang\",\"doi\":\"10.1109/CEECT53198.2021.9672644\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper evaluates a 77GHz radar based automotive system that identify and classify objects in front of a vehicle. A FMCW (Frequency-Modulated Continuous-Wave) radar transmits a chirp signal whose frequency increases linearly with time from 77GHz to 81GHz. The reflected signal is then mixed with the transmitted signal using a mixer to generate an IF (intermediate frequency) signal. Thereafter, the IF signal is converted to a digital signal using an ADC. Fast Fourier transform FFT) is performed on the digitized samples to determine its range. Constant false alarm rate (CFAR) algorithms are also applied to determine the targeted object from the cluster of objects. This is ongoing research and hence, the discussions presented is limited to the following topics: 1. Range estimation based on frequency spectrum of a 77 GHz radar sensor. 2. The need for radar-camera fusion development.\",\"PeriodicalId\":153030,\"journal\":{\"name\":\"2021 3rd International Conference on Electrical Engineering and Control Technologies (CEECT)\",\"volume\":\"2 4 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 3rd International Conference on Electrical Engineering and Control Technologies (CEECT)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CEECT53198.2021.9672644\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 3rd International Conference on Electrical Engineering and Control Technologies (CEECT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CEECT53198.2021.9672644","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

摘要

本文评估了一种基于77GHz雷达的汽车系统,该系统可以识别和分类车辆前方的物体。FMCW(调频连续波)雷达发射频率随时间线性增加的啁啾信号,从77GHz到81GHz。然后用混频器将反射信号与发射信号混合以产生中频信号。然后,使用ADC将中频信号转换为数字信号。对数字化后的样品进行快速傅里叶变换(FFT),确定其范围。采用恒虚警率(CFAR)算法从目标簇中确定目标对象。这是正在进行的研究,因此,讨论仅限于以下主题:1。基于77 GHz雷达传感器频谱的距离估计。2. 雷达-相机融合发展的需要。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Study on 77 GHz Automotive Radar for Radar-Camera Fusion Module
This paper evaluates a 77GHz radar based automotive system that identify and classify objects in front of a vehicle. A FMCW (Frequency-Modulated Continuous-Wave) radar transmits a chirp signal whose frequency increases linearly with time from 77GHz to 81GHz. The reflected signal is then mixed with the transmitted signal using a mixer to generate an IF (intermediate frequency) signal. Thereafter, the IF signal is converted to a digital signal using an ADC. Fast Fourier transform FFT) is performed on the digitized samples to determine its range. Constant false alarm rate (CFAR) algorithms are also applied to determine the targeted object from the cluster of objects. This is ongoing research and hence, the discussions presented is limited to the following topics: 1. Range estimation based on frequency spectrum of a 77 GHz radar sensor. 2. The need for radar-camera fusion development.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
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