A Method of Map Matching in Indoor Positioning

被引:0
|
作者
Ruan, Fengli [1 ]
Deng, Zhongliang [1 ]
An, Qian [1 ]
Wang, Keji [1 ]
Li, Xiaoyang [1 ]
机构
[1] Beijing Univ Posts & Telecommun, Sch Elect Engn, Beijing 100876, Peoples R China
关键词
Indoor positioning; Map matching; Inertial measurement unit (IMU); Indoor abstract space model;
D O I
10.1007/978-3-642-54740-9_59
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Compared with Outdoor Vehicle Navigation, personal motion state is more complex. The spatial distribution of indoor space environment is relatively complex. The attributes of the room is different from the corridor. This paper studies indoor map matching technology based on personal motion state. The indoor environment abstract space model theory is proposed, in which the Spatial Data of indoor map is studied in detail. The information of the Inertial Measurement Unit from the mobile terminal is combined with the abstract space model to further correct the wireless positioning results. For each compact structure region of indoor space environment and multiple personnel movement state, the method of map-matching proposed in this paper is combined with personnel movement direction, wireless location results and IMU. The optimal positioning point estimation is generated by probabilistic matching algorithm. The proposed map-matching can further restrain the indoor positioning error, and for indoor wireless coverage blind spots, this method can protect the continuity of navigation, improve user experience in indoor positioning and navigation.
引用
收藏
页码:669 / 679
页数:11
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