SIA OpenIR  > 广州中国科学院沈阳自动化研究所分所
Fast tag identification for mobile RFID robots in manufacturing environments
Wang HG(王宏刚)1; Yu, Ruixue1; Pan RY(潘若禹)1; Liu, Mengyuan1; Huang QD(黄琼丹)1; Yang, Jingfeng2
Department广州中国科学院沈阳自动化研究所分所
Source PublicationASSEMBLY AUTOMATION
ISSN0144-5154
2021
Pages1-10
Indexed BySCI ; EI
EI Accession number20211210110904
WOS IDWOS:000630503200001
Contribution Rank2
Funding OrganizationNatural Science Foundation of Education Department of Shaanxi Province [2018JK0704] ; Science and technology plan project of Xi'an [201805040YD18CG24-3,2019GXYD17.3] ; key Research and Development plan of Shaanxi Province [2018ZDXM-GY-041, 2018GY-150] ; Science and Technology Research Plan Project of Xianyang [2017k01-25-14] ; Foshan entrepreneurship and innovation team project [2017IT100032] ; National Key R&D Program of China [2018YFC0810100]
KeywordRobots RFID Anti-collision
Abstract

Purpose In manufacturing environments, mobile radio frequency identification (RFID) robots need to quickly identify and collect various types of passive tag and active tag sensor data. The purpose of this paper is to design a robot system compatible with ultra high frequency (UHF) band passive and active RFID applications and to propose a new anti-collision protocol to improve identification efficiency for active tag data collection. Design/methodology/approach A new UHF RFID robot system based on a cloud platform is designed and verified. For the active RFID system, a grouping reservation-based anti-collision algorithm is proposed in which an inventory round is divided into reservation period and polling period. The reservation period is divided into multiple sub-slots. Grouped tags complete sub-slot by randomly transmitting a short reservation frame. Then, in the polling period, the reader accesses each tag by polling. When tags' reply collision occurs, the reader tries to re-query collided tags once, and the pre-reply tags avoid collisions through random back-off and channel activity detection. Findings The proposed algorithm achieves a maximum theoretical system throughput of about 0.94, and very few tag data frame transmissions overhead. The capture effect and channel activity detection in physical layer can effectively improve system throughput and reduce tag data transmission. Originality/value In this paper, the authors design and verify the UHF band passive and active hybrid RFID robot architecture based on cloud collaboration. And, the proposed anti-collision algorithm would improve active tag data collection speed and reduce tag transmission overhead in complex manufacturing environments.

Language英语
Citation statistics
Document Type期刊论文
Identifierhttp://ir.sia.cn/handle/173321/28635
Collection广州中国科学院沈阳自动化研究所分所
Corresponding AuthorYang, Jingfeng
Affiliation1.School of Communications and Information Engineering and School of Artificial Intelligence, Xi’an University of Posts and Telecommunications, Xi’an, China
2.Shenyang Institute of Automation Guangzhou Chinese Academy of Sciences, Guangzhou, China
Recommended Citation
GB/T 7714
Wang HG,Yu, Ruixue,Pan RY,et al. Fast tag identification for mobile RFID robots in manufacturing environments[J]. ASSEMBLY AUTOMATION,2021:1-10.
APA Wang HG,Yu, Ruixue,Pan RY,Liu, Mengyuan,Huang QD,&Yang, Jingfeng.(2021).Fast tag identification for mobile RFID robots in manufacturing environments.ASSEMBLY AUTOMATION,1-10.
MLA Wang HG,et al."Fast tag identification for mobile RFID robots in manufacturing environments".ASSEMBLY AUTOMATION (2021):1-10.
Files in This Item:
File Name/Size DocType Version Access License
Fast tag identificat(905KB)期刊论文出版稿开放获取CC BY-NC-SAView Application Full Text
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Wang HG(王宏刚)]'s Articles
[Yu, Ruixue]'s Articles
[Pan RY(潘若禹)]'s Articles
Baidu academic
Similar articles in Baidu academic
[Wang HG(王宏刚)]'s Articles
[Yu, Ruixue]'s Articles
[Pan RY(潘若禹)]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Wang HG(王宏刚)]'s Articles
[Yu, Ruixue]'s Articles
[Pan RY(潘若禹)]'s Articles
Terms of Use
No data!
Social Bookmark/Share
File name: Fast tag identification for mobile RFID robots in manufacturing environments.pdf
Format: Adobe PDF
All comments (0)
No comment.
 

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