Location Fingerprint Extraction for Magnetic Field Magnitude Based Indoor Positioning
文献类型：期刊论文
| 作者 | Shao, Wenhua2; Zhao, Fang2; Wang, Cong2; Luo, Haiyong1; Zahid, Tunio Muhammad2; Wang, Qu1; Li, Dongmeng1 |
| 刊名 | JOURNAL OF SENSORS
 |
| 出版日期 | 2016 |
| 页码 | 16 |
| ISSN号 | 1687-725X |
| DOI | 10.1155/2016/1945695 |
| 英文摘要 | Smartphone based indoor positioning has greatly helped people in finding their positions in complex and unfamiliar buildings. One popular positioning method is by utilizing indoor magnetic field, because this feature is stable and infrastructure-free. In this method, the magnetometer embedded on the smartphone measures indoor magnetic field and queries its position. However, the environments of the magnetometer are rather harsh. This harshness mainly consists of coarse-grained hard/soft-iron calibrations and sensor electronic noise. The two kinds of interferences decrease the position distinguishability of the magnetic field. Therefore, it is important to extract location features from magnetic fields to reduce these interferences. This paper analyzes the main interference sources of the magnetometer embedded on the smartphone. In addition, we present a feature distinguishability measurement technique to evaluate the performance of different feature extraction methods. Experiments revealed that selected fingerprints will improve position distinguishability. |
| 资助项目 | National Natural Science Foundation of China[61374214] ; Major Projects of the Ministry of Industry and Information Technology[2014ZX03006003-002] ; Development Special Project of Shenzhen Emerging Industries of Strategic Importance[[2014]1787] ; 863 Achievement Transformation Project of Tianjin[14RCHZGX00857] ; International S&T Cooperation Program of China[2015DFG12520] |
| WOS研究方向 | Engineering ; Instruments & Instrumentation |
| 语种 | 英语 |
| WOS记录号 | WOS:000390541100001 |
| 出版者 | HINDAWI PUBLISHING CORP |
| 源URL | [http://119.78.100.204/handle/2XEOYT63/7775]  |
| 专题 | 中国科学院计算技术研究所期刊论文_英文 |
| 通讯作者 | Shao, Wenhua |
| 作者单位 | 1.Chinese Acad Sci, Inst Comp Technol, Beijing, Peoples R China 2.Beijing Univ Posts & Telecommun, Sch Software Engn, Beijing, Peoples R China |
| 推荐引用方式 GB/T 7714 | Shao, Wenhua,Zhao, Fang,Wang, Cong,et al. Location Fingerprint Extraction for Magnetic Field Magnitude Based Indoor Positioning[J]. JOURNAL OF SENSORS,2016:16. |
| APA | Shao, Wenhua.,Zhao, Fang.,Wang, Cong.,Luo, Haiyong.,Zahid, Tunio Muhammad.,...&Li, Dongmeng.(2016).Location Fingerprint Extraction for Magnetic Field Magnitude Based Indoor Positioning.JOURNAL OF SENSORS,16. |
| MLA | Shao, Wenhua,et al."Location Fingerprint Extraction for Magnetic Field Magnitude Based Indoor Positioning".JOURNAL OF SENSORS (2016):16. |
入库方式： OAI收割
来源：计算技术研究所
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