Periodic Activity Monitoring Using Radio Frequency Tag Arrays

被引:0
作者
Islam, Md. Amirul [1 ]
Halder, Sajal [1 ]
Uddin, Md. Ashraf [1 ]
Acharjee, Uzzal Kumar [1 ]
机构
[1] Jagannath Univ, Dept Comp Sci & Engn, Dhaka, Bangladesh
来源
2018 INTERNATIONAL CONFERENCE ON INNOVATION IN ENGINEERING AND TECHNOLOGY (ICIET) | 2018年
关键词
RFID; Mining; Periodic Activity; Trajectory; PATTERNS;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Periodic activity monitoring, a fateful motive in numerous applications, is regularly costly guided utilizing cameras. Monitoring a massive field effectively by exploring pictures from numerous cameras always remains a testing issue. In this paper, we propose an effective and efficient algorithm for retrieving periodic movement patterns or activities from the frequent region, where RF tag arrays and data mining techniques perform a delicate role. The objects take after similar routes over customary time interims. The RFID has drawn operative intentness late years for its minimal effort, general accessibility and location detecting usefulness. Another favorable position of RFID is that it doesn't require coordinate contact or observable pathway checking of objects. The feasibility and the efficiencies of this proposal will be verified by our experimental evaluation using both synthetic datasets real RFID datasets.
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页数:5
相关论文
共 8 条
[1]   Supergraph based periodic pattern mining in dynamic social networks [J].
Halder, Sajal ;
Samiullah, Md. ;
Lee, Young-Koo .
EXPERT SYSTEMS WITH APPLICATIONS, 2017, 72 :430-442
[2]   Efficient mining of partial periodic patterns in time series database [J].
Han, JW ;
Dong, GZ ;
Yin, YW .
15TH INTERNATIONAL CONFERENCE ON DATA ENGINEERING, PROCEEDINGS, 1999, :106-115
[3]   Discovering actionable patterns in event data [J].
Hellerstein, JL ;
Ma, S ;
Perng, CS .
IBM SYSTEMS JOURNAL, 2002, 41 (03) :475-493
[4]   A Hybrid Prediction Model for moving objects [J].
Jeung, Hoyoung ;
Liu, Qing ;
Shen, Heng Tao ;
Zhou, Xiaofang .
2008 IEEE 24TH INTERNATIONAL CONFERENCE ON DATA ENGINEERING, VOLS 1-3, 2008, :70-+
[5]  
Lian X., 2007, P 23 IEEE INT C DAT, P1086
[6]   Mining Frequent Trajectory Patterns for Activity Monitoring Using Radio Frequency Tag Arrays [J].
Liu, Yunhao ;
Zhao, Yiyang ;
Chen, Lei ;
Pei, Jian ;
Han, Jinsong .
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2012, 23 (11) :2138-2149
[7]  
Tanbeer SK, 2009, LECT NOTES ARTIF INT, V5476, P242, DOI 10.1007/978-3-642-01307-2_24
[8]   Discovering high-order periodic patterns [J].
Yang, J ;
Wang, W ;
Yu, PS .
KNOWLEDGE AND INFORMATION SYSTEMS, 2004, 6 (03) :243-268