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基于建筑材料改良的室内定位地磁指纹库构建方法

An Improved Database Construction Method of Indoor Geomagnetic Fingerprint Location Based on Building Material
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摘要 利用室内环境下地磁磁通量受到建筑材料影响而拉伸的特性,提出一种改良的室内定位地磁指纹库构建方法,减少前期构建数据库的时间和人力消耗。通常的建筑材料包含有钢筋混凝土或者H型钢,这些材料会影响室内地磁值的分布,不同位置的磁通量不相同且整体的磁场拉伸呈现一定的规律性。进而在现有的地磁指纹室内定位方案中利用这种位置特性,在构建数据库的时候考虑加入采样点间距,利用样条插值的方式构建数学模型,构建出有效的指纹数据库。实验证明提出的方法不仅减少构建数据库的消耗,还加快构建数据库的时间。 Proposes an improved method of building indoor geomagnetic fingerprint database,which reduces the time and manpower consumption of building the database.Usually the building materials include reinforced concrete or H-shaped steel,these materials will affect the distribution of indoor magnetic field.The magnetic flux at different locations is different and the overall magnetic field tension shows a certain regularity.Then in the existing geomagnetic fingerprint indoor positioning scheme,this position characteristic is used to construct the database, considering the addition of sampling points spacing,using the spline interpolation method to build a mathematical model,to build an effective fingerprint database.Experiments show that the proposed method not only reduces the consumption of building the database,but also speeds up the time of building the database.
作者 张斯尚 殷锋 袁平 ZHANG Si-Shang;YIN Feng;YUAN Ping(College of Computer Science,Sichuan University,Chengdu 610065;College of Computer Science and Technology,Southwest University for Nationalities,Chengdu 610041;College of Mathematics and Information Engineering,Chongqing University,Chongqing 400044)
出处 《现代计算机》 2018年第24期3-6,11,共5页 Modern Computer
基金 NNSFC&CAAC U1533203 the key Technology R&D Program of Sichuan Province(No.2016GZ0068 Science&Technology Department of Sichuan Province China) the Collaborative Innovation of Industrial Cluster Project of Chengdu(No.2016-XT00-00015-GX) Civil Aviation Airport United Laboratory of Second Research Institute CAAC&&Sichuan University of Chengdu(No.2015-YF04-00050-JH)
关键词 室内定位 地磁信号 建筑材料 三次样条插值 Indoor Location Geomagnetic Signal Building Materials Three Spline Interpolation
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