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一种基于模糊逻辑的室内定位方法
  • ISSN号：1000-3932
  • 期刊名称：化工自动化及仪表
  • 时间：2014.4.10
  • 页码：387-391+396
  • 分类：TH865[机械工程—仪器科学与技术;机械工程—精密仪器及机械]
  • 作者机构：[1]上海交通大学自动化系系统控制与信息处理教育部重点实验室,上海200240
  • 相关基金：国家自然科学基金资助项目（61174059,60934007,61233004）;国家“973”计划项目（2013CB035406）;上海市经信委重大技术装备研制专项;上海市经信委引进技术与创新项目
  • 相关项目：基于量化反馈的分布式网络控制系统分析与综合
作者： 王景成|李创|费灵|刘正峰|
关键词： 室内定位, 位置指纹算法, WI-FI, 模糊逻辑, indoor location, location fingerprint approach, Wi-Fi, fuzzy logic
中文摘要：

提出一种包含两层模糊逻辑的室内定位方法,第一层模糊逻辑用来计算检测点与参考点之间的相似程度;第二层模糊逻辑综合考虑检测点RSS矢量值与参考点RSS矢量值的欧氏距离和相似程度,计算检测点的位置坐标.在仿真实验中,用无线路由器构建室内无线网络,以采集到的Wi-Fi信号强度数据为基础,将提出的方法与常用室内定位算法的定位精度进行对比,验证了所提方法的有效性和精确性.

英文摘要：

An indoor location approach with two-level fuzzy logic was proposed,in which,the first fuzzy logic calculates the similarity between reference point and test point,and the second one has Euclid distance and similarity between test point＇ s RSS vector and reference point＇ s RSS vector considered to calculate the location coordinate.In simulation experiment,the wireless routers were employed to construct an indoor wireless network.Basing on Wi-Fi intensity acquired and comparing the proposed approach with other conventional approaches prove the validity and accuracy of this proposed approach.

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期刊信息
  • 《化工自动化及仪表》
  • 北大核心期刊（2008版）
  • 主管单位:中国化工装备总公司
  • 主办单位:天华化工机械及自动化研究设计院
  • 主编：王方
  • 地址：兰州市西固合水北路3号
  • 邮编：730060
  • 邮箱：bjb@hgzdh.cn
  • 电话：0931-7351372
  • 国际标准刊号：ISSN：1000-3932
  • 国内统一刊号：ISSN：62-1037/TQ
  • 邮发代号:54-27
  • 获奖情况:
  • 中文核心期刊（2008年版）,中国科技核心期刊
  • 国内外数据库收录:
  • 美国化学文摘（网络版）,波兰哥白尼索引,荷兰文摘与引文数据库,美国剑桥科学文摘,中国北大核心期刊（2008版）,中国北大核心期刊（2000版）
  • 被引量:9682