期刊文献+

基于F-Bayes方法的尾矿库多传感器数据融合

Multi-sensor Data Fusion on Radioactive Tailing Dam based on F-Bayes Method
下载PDF
导出
摘要 尾矿库存在的电离辐射使得各传感器的可靠度估计困难和数据融合结果精度较低。建立一个广义的数据融合模型,提出F-Bayes(F-统计量-Bayes理论)融合方法,通过采用模糊聚类分析对标准化处理后的数据分类,然后用F-统计量确定最佳分类阈值以获得传感数据融合集,改进传统方法中依据经验或请专家确定置信矩阵阈值的办法,最终融合结果偏差值降低到0.0002。 To solve the problem that ionizing radiation making it difficult in estimating sensors' reliability and Low-resolution data fusion in radioactive tailing dam,the author has built a generalized data fusion model and proposed F-Bayes(F-statistic-Bayes theory) method,used fuzzy cluster analysis classifying the data that is standardized processing,F-statistic to determine the optimal threshold value for sensor fusion set,and has improved the traditional method based on experience or experts to determine the threshold value of confidence matrix,the measurement deviation has reduced to 0.000 2.
出处 《中国教育技术装备》 2011年第33期120-122,共3页 China Educational Technology & Equipment
基金 四川省教育厅资助科研项目“民用核设施远程在线监测系统研究”(项目编号:10ZC111)研究成果之一
关键词 数据融合 F-统计量 BAYES估计 聚类分析 放射性尾矿库 data-fusion F-statistic Bayes estimation cluster analysis radioactive tailing-dam
  • 相关文献

参考文献4

二级参考文献11

  • 1WooldridgeM.多Agent系统引论[M].北京:电子工业出版社,2003..
  • 2Akyildiz I F, Su W, Cayirci E, et al. A Survey on Sensor Networks [J]. IEEE Communications Magazine,2002: 40(8) : 102~114
  • 3Krishnamachari B, Estrin D,Wicker S. Modeling data-centric rowting in wireless sensor networks [R]. In: Proc. IEEE INFOCOM, 2002
  • 4Raghunathan V, Schurgers C, Park S, et al. Energy Aware Wireless Microsensor Networks [J]. IEEE Signal Processing Magazine, 2002
  • 5Waltz E,Llinas J. Multisensor data fusion [M]. Boston:Artech House, 1990. 1~261
  • 6Hill J, Szewezyk R, Woo A, et al. System architecture directions for networked sensors [R]. In Architectural Support for Programming Languages and Operating Systems, 2000. 93~104
  • 7Madden S, Franklin M J, Hellerstein J M, Hong W. The design of an aequisitional query processor for sensor networks [C]. In:proc. 2003 ACM SIGMOD int'l Conf Management of Data, SanDiego,CA. 2003. 491~502
  • 8Intanagonwiwat C, Govindan R, Estrin D. Directed Diffusion: A Scalable and Robust Communication Paradigm for Sensor Networks [C], ACM / IEEE International Conference on Mobile Computing and Net2 works (MobiCom2000), Boston, Massachusetts, August 2000
  • 9Heinzelman W R,Chandrakasan A,Balakrishnan H. Energy efficient communication protocol for wireless microsensor network[C]. In: Proc. 33rd Hawaii Int'l Conf on System Sciences(HICSS'00) ,2000. 1~10
  • 10Manjeshwar A,Agrawal D P. TEEN: A routing protocol for enhanced efficiency in wireless sensor networks [C]. In: Proc. 15th Int '1 Parallel and Distributed Processing Symp (IPDPS '01), San-Francisco,CA,April 2001

共引文献267

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部