中文版 | English
Title

Computer vision assisted mmWave beamforming for UAV-to-vehicle links

Author
DOI
Publication Years
2022-10-21
Source Title
Pages
7-11
Abstract
This paper focuses on the beamforming algorithm for UAV-to-vehicle communications. To deal with high communication overhead caused by beam tracking in high mobility communication scenarios, we utilize the inherent vision functionality of UAV platforms and propose a vision-assisted beamforming framework. We propose to use a deep-learning-based network for vehicle detection. Based on the predicted positions of vehicles, we propose a lightweight beamforming algorithm to save beam tracking overhead. Experiments and simulations are implemented on the UAV detection and tracking (UAVDT) dataset, which shows that the proposed algorithm gains a significant performance on received signal-to-interference-plus-noise ratio (SINR).
Keywords
SUSTech Authorship
Others
Language
English
URL[Source Record]
Scopus EID
2-s2.0-85140208714
Data Source
Scopus
Citation statistics
Cited Times [WOS]:0
Document TypeConference paper
Identifierhttp://kc.sustech.edu.cn/handle/2SGJ60CL/406898
DepartmentDepartment of Electrical and Electronic Engineering
Affiliation
1.Beijing University of Posts and Telecommunications (BUPT),Beijing,China
2.National Engineering Laboratory for Mobile Network Security,Bupt,Beijing,China
3.Key Laboratory of Trustworthy Distributed Computing and Service (BUPT),Ministry of Education,China
4.Department of Electrical and Electronic Engineering,Southern University of Science and Technology,Shenzhen,China
Recommended Citation
GB/T 7714
Zou,Jiaqi,Cui,Yuanhao,Zou,Zixuan,et al. Computer vision assisted mmWave beamforming for UAV-to-vehicle links[C],2022:7-11.
Files in This Item:
There are no files associated with this item.
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Export to Excel
Export to Csv
Altmetrics Score
Google Scholar
Similar articles in Google Scholar
[Zou,Jiaqi]'s Articles
[Cui,Yuanhao]'s Articles
[Zou,Zixuan]'s Articles
Baidu Scholar
Similar articles in Baidu Scholar
[Zou,Jiaqi]'s Articles
[Cui,Yuanhao]'s Articles
[Zou,Zixuan]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Zou,Jiaqi]'s Articles
[Cui,Yuanhao]'s Articles
[Zou,Zixuan]'s Articles
Terms of Use
No data!
Social Bookmark/Share
No comment.

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.