版权说明 操作指南
首页 > 成果 > 详情

CSI-based Vehicle target recognition and Collaborative CNN with Data-Importance-Aware

认领
导出
Link by DOI
反馈
分享
QQ微信 微博
成果类型:
期刊论文、会议论文
作者:
Li, Shuo;Liu, Dingquan;Liu, Xin;Ma, Yunfei;Gu, Xin;...
作者机构:
[Liu, Dingquan; Ma, Yunfei; Li, Shuo; Liu, Xin] Changsha Univ Sci & Technol, Sch Elect & Informat Engn, Changsha, Peoples R China.
[Gu, Xin; Lu, Yao; Wang, Pingping; Liu, Bowen; Fan, Yunsheng] Cent South Univ, Sch Comp Sci, Changsha, Peoples R China.
语种:
英文
关键词:
Collaborative Machine Learning;Target recognition;channel state information
期刊:
2022 IEEE 25TH INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS (ITSC)
ISSN:
2153-0009
年:
2022
页码:
2069-2074
会议名称:
IEEE 25th International Conference on Intelligent Transportation Systems (ITSC)
会议论文集名称:
IEEE International Conference on Intelligent Transportation Systems-ITSC
会议时间:
OCT 08-12, 2022
会议地点:
Macau, PEOPLES R CHINA
会议主办单位:
[Li, Shuo;Liu, Dingquan;Liu, Xin;Ma, Yunfei] Changsha Univ Sci & Technol, Sch Elect & Informat Engn, Changsha, Peoples R China.^[Gu, Xin;Fan, Yunsheng;Wang, Pingping;Lu, Yao;Liu, Bowen] Cent South Univ, Sch Comp Sci, Changsha, Peoples R China.
出版地:
345 E 47TH ST, NEW YORK, NY 10017 USA
出版者:
IEEE
ISBN:
978-1-6654-6880-0
基金类别:
National Natural Science Foundation of China [61502055]; HunanScience and Technology Plan Project [2016GK2003]; Research Foundation of Education Bureauof Hunan Province, China [21B0303]; Changsha Municipal Natural Science Foundation [kq2014113]; Hunan Provincial Department of Education [18C0203]
机构署名:
本校为第一机构
院系归属:
电气与信息工程学院
摘要:
The introduction of orthogonal frequency division multiplexing (OFDM) and multiple input multiple output (MIMO) technology enables the new generation of the Internet of Vehicles to have the ability to integrate wireless communication and target tracking. Based on the new Internet of Vehicles, a cooperative convolutional neural network with data-importance-aware (DIA) is proposed.We use wireless channel state information (CSI) to construct a micro Doppler feature data set. A distributed collaborative machine learning method of DIA is proposed to realize the target recognition of the vehicle. Ex...

反馈

验证码:
看不清楚,换一个
确定
取消

成果认领

标题:
用户 作者 通讯作者
请选择
请选择
确定
取消

提示

该栏目需要登录且有访问权限才可以访问

如果您有访问权限,请直接 登录访问

如果您没有访问权限,请联系管理员申请开通

管理员联系邮箱:yun@hnwdkj.com