LIU Can, SHANG Jun-na, CHENG Tao, et al. Indoor integrated positioning based on magnetic declination error fingerprint database[J]. 2018, 37(11): 21-24.
LIU Can, SHANG Jun-na, CHENG Tao, et al. Indoor integrated positioning based on magnetic declination error fingerprint database[J]. 2018, 37(11): 21-24. DOI: 10.13873/j.1000-9787(2018)11-0021-04.
基于磁偏角误差指纹库的室内组合定位
摘要
由于室内复杂环境会对地磁场产生干扰
进而影响磁罗盘的角度测量精度
恒定的干扰源会形成相对稳定的干扰磁场环境
故可建立一个磁偏角误差指纹库
通过差分的方法对磁罗盘误差进行补偿。本文利用广义延拓逼近法对采样区域的磁偏角进行处理
通过差分处理实时弥补磁罗盘的航向角。通过实验可知
所提算法可将航向角的平均精度从±8°补偿到±0.2°以内。在室内组合定位应用中
采用的磁罗盘辅助定位方式
平均定位精度是0.82 m
定位误差有96.5%的概率在2 m以内
可实现亚米级精度的定位功能。
Abstract
The indoor complicated environment can interfere with the geomagnetic field and then affect on angle observation precision of magnetic compass. As a constant source of interference will form a relatively stable interference magnetic field environment
it can establish a magnetic declination error fingerprint database
and compensate on error of magnetic compass by differential method.A generalized extension approximation method is proposed to process the magnetic declination of the sampling area
and the angle is compensated by using differential processing. Experiments show that
the proposed algorithm can improve the average precision of the angle from ± 8° to within ± 0. 2° by compensation. In indoor integrated positioning applications
the average positioning precision is 0. 82 m
the positioning error of 96. 5 % probability within 2 m
so it can achieve the precision of sub-meter positioning.