太原理工大学学报2017,Vol.48Issue(1):104-109,6.DOI:10.16355/j.cnki.issn1007-9432tyut.2017.01.017
一种基于轨迹指纹优化的室内定位算法
An Indoor Positioning Algorithm Based on Trajectory Fingerprint Optimization
摘要
Abstract
For the reducing of fingerprint data quality ,this paper proposes a novel trajectory fingerprint‐based data structure to replace the original single fingerprint .While compatible with existing fingerprint positioning framework ,this paper carried out the trajectory modeling to tra‐ditional off‐line fingerprint database ,and the trajectory mapping of real‐time online collected fin‐gerprint .The experimental results further show that the positioning algorithm based on trajecto‐ry fingerprint can improve the positioning accuracy by approximately one fold ,and the positio‐ning performance is superior to other single point fingerprint algorithms .关键词
指纹定位/众包方法/轨迹指纹/室内定位/接收信号强度Key words
fingerprint positioning/crowdsourcing/trajectory fingerprint/indoor positioning/received signal strength分类
信息技术与安全科学引用本文复制引用
陈晨,杨艳丽..一种基于轨迹指纹优化的室内定位算法[J].太原理工大学学报,2017,48(1):104-109,6.基金项目
国家自然科学基金资助项目基于移动感知的室内指纹定位可通用性问题研究 ()