|Table of Contents|

A Blind Area Data Warning Method Based on Adaptive Window(PDF)

南京师范大学学报（工程技术版）[ISSN:1006-6977/CN:61-1281/TN]

Issue:
2018年04期
Page:
72-
Research Field:
计算机工程
Publishing date:

Info

Title:
A Blind Area Data Warning Method Based on Adaptive Window
Author(s):
Jin Xianli; Gao Junle; Shen Yizhou
School of Computer Science,Nanjing University of Posts and Telecommunications,Nanjing 210023,China
Keywords:
adaptive window; early warning in the blind spot; finite state machine
PACS:
TP399
DOI:
10.3969/j.issn.1672-1292.2018.04.011
Abstract:
A blind zone is easy to occur in regional monitoring due to obstacle obstruction,unstable device induction and other factors,which results in inaccurate warning of mobile media. This paper proposes an adaptive window blind-zone data warning method(BDWM). This method establishes the data warning model of moving zone and the warning mechanism based on the perceived conditions and constraint relationships. It reduces the error rate of the blind zone by adjusting the warning threshold,and reasons the effective warning state using the finite state machine. The warning mechanism is applied to the RFID data warning experiment. The experimental results have shown that BDWM can effectively reduce the error rate of the blind zone.

References:

[1] QIAN Z H. Internet of things-oriented wireless sensor networks review[J]. Journal of electronics & information technology,2013,35(1):215-227.
[2]XIE L,YIN Y,VASILAKOS A V,et al. Managing RFID data:challenges,opportunities and solutions[J]. IEEE communications surveys & tutorials,2014,16(3):1294-1311.
[3]AHSAN K,SHAH H,KINGSTON P. RFID applications:an introductory and exploratory study[J]. International journal of computer science issues,2010,7(1):2-4.
[4]QIN Y,SHENG Q Z,FALKNER N J G,et al. When things matter:a survey on data-centric internet of things[J]. Journal of network & computer applications,2016,64:137-153.
[5]谷峪,于戈,张天成. RFID复杂事件处理技术[J]. 计算机科学与探索,2007,1(3):255-267.
GU Y,YU G,ZHANG T C. RFID complex event processing techniques[J]. Journal of computer science and frontiers,2007,1(3):255-267.(in Chinese)
[6]MARCOULLIS I. Self-stabilizing middleware services[C]//The Doctoral Symposium of the International MIDDLEWARE Conference. Trento,Italy:ACM,2016:1-4.
[7]CHU X,ILYAS I F,KRISHNAN S,et al. Data cleaning:overview and emerging challenges[C]//International Conference on Management of Data. San Francisco,USA:ACM,2016.
[8]DARCY P,STANTIC B,SATTAR A. A fusion of data analysis and non-monotonic reasoning to restore missed RFID readings[C]//International Conference on Intelligent Sensors,Sensor Networks and Information Processing. Melbourne,Australia:IEEE,2010.
[9]VALDES A,SKINNER K. Probabilistic alert correlation[C]//Proceedings of the 4th International Symposium on Recent Advances in Intrusion Detection. Berlin Heidelberg:Springer-Verlag,2001.
[10]BATENI M,BARAANI A. Time window management for alert correlation using context information and classification[J]. International journal of computer network & information security,2013,5(11):9-16.
[11]JEFFERY S R,GAROFALAKIS M,FRANKLIN M J. Adaptive cleaning for RFID data streams[C]//International Conference on Very Large Data Bases. Seoul,Korea,2006.
[12]MASSAWE L V,VERMAAK H,KINYUA J D M. An adaptive data cleaning scheme for reducing false negative reads in RFID data streams[C]//International Conference on Very Large Data Bases. Seoul,Korea:DBLP,2006.
[13]罗元剑,姜建国,王思叶,等. 基于有限状态机的RFID流数据过滤与清理技术[J]. 软件学报,2014(8):1713-1728.
LUO Y J,JIANG J G,WANG S Y,et al. Filtering and clearing for RFID streaming data technology based on finite state machine[J]. Journal of software,2014(8):1713-1728.(in Chinese)
[14]XIAO Y,JIANG T,LI Y,et al. Data interpolating over RFID data streams for missed readings[M]//Web-Age Information Management. Berlin Heidelberg:Springer,2013:257-265.
[15]晏少华,徐蕾. 基于动态时间阈值的报警聚合方法研究[J]. 沈阳航空航天大学学报,2010,27(5):68-72.
YAN S H,XU L. Alert aggregation method research based on dynamic time threshold[J]. Journal of Shenyang institute of aeronautical engineering,2010,27(5):68-72.(in Chinese)
[16]李伟,门佳. 一种事件驱动有限状态机的编程实现框架[J]. 计算机与现代化,2014(6):116-119.
LI W,MEN J. A programming framework of event-driven finite state machine[J]. Computer and modernization,2014(6):116-119.(in Chinese)

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Last Update: 2018-12-30