%0 Journal Article
%T Research on RFID data filtering model based on artificial immune systems<br>基于人工免疫系统的RFID数据过滤模型研究
%A WU Hua-rui
%A LI Mei-ying
%A ZHAO Chun-jiang
%A ZHU Hua-ji
%A ZHU Cheng-li
%A YANG Bao-zhu
%A <br>吴华瑞
%A 李美英
%A 赵春江
%A 朱华吉
%A 朱成礼
%A 杨宝祝
%J 计算机应用研究
%D 2008
%I 
%X To avoid RFID tags which were infected by ill information like computer viruses or baleful codes to impact the efficiency of RFID application systems,this paper proposed a multilayer filtering model.This filtering model was established based on the multilayer filtering mechanism of artificial immune system.In this model,there were four steps,i.e.data pretreatment,the generation and contabescence of multilayer filters,application of filters and the evolution of filters.The simulation results show that the model can get high grade in recall and accuracy of data filtering.This proves that the model possesses the characteristics of dynamic and self-adapting,and it can be expandedly used in information classification in other domains.
%K radio frequency identification (RFID)
%K artificial immune system (AIS)
%K multilayer filtering mechanism
%K filtering model<br>无线射频识别
%K 人工免疫系统
%K 多层过滤机制
%K 过滤模型
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=A9D9BE08CDC44144BE8B5685705D3AED&aid=3D1D38EE0865BABC8288D157C8CF3980&yid=67289AFF6305E306&vid=C5154311167311FE&iid=B31275AF3241DB2D&sid=3EE525DF29381C30&eid=F7E64A4EB9091FB5&journal_id=1001-3695&journal_name=计算机应用研究&referenced_num=0&reference_num=10