半导体光电, 2017, 38 (6): 862, 网络出版: 2017-12-25  

基于微惯导与VLC的室内高精度定位技术研究

Research on Indoor High Precision Positioning Technology Based on Micro-Inertial Navigation System and VLC
作者单位
1 长春理工大学 光电工程学院, 长春 130022
2 中国科学院半导体研究所, 北京 100083
3 北京市微技术研究所, 北京 100006
摘要
高精度室内定位在很多场合的实用性和必要性日趋显著, 其应用前景广阔, 已成为研究前沿。基于微惯导技术的室内定位, 是目前最为精确和有效的一项定位技术, 但由于微惯导测量组件存在不可避免的漂移现象, 使其无法长时间独立用于目标的定位。在此背景下, 提出了一种基于微惯导(Micro-Inertial Navigation System, Micro-INS)与可见光通信(VLC)系统相结合的定位方法。在该方法中, 首先通过微惯导测量组件进行航位推算, 然后利用获取的VLC信号对微惯导系统的位置信息进行校准, 补偿微惯导系统的定位累积误差。定位实验结果表明, 文章所提出的方法可有效地提高系统定位精度, 实现室内的长时间精确定位。
Abstract
The practicality and necessity of high precision indoor positioning are becoming more and more obvious in many occasions, and it has become the research frontier due to its broad application prospect. As the most accurate and effective positioning technology, the micro-inertial navigation technology can not be used for long-term independence due to the unavoidable drift phenomena presented in measurement components. In this paper, a positioning method based on micro-inertia navigation and VLC system was proposed. In this method, the position estimation information of the micro-inertial navigation system is calibrated by using the acquired VLC signal to compensate the positioning and accumulation error of the micro-inertial navigation system. The experimental results show that the proposed method can improve the positioning accuracy of the system effectively and realize accurate long-time indoor positioning.
参考文献

[1] 环球网. 颠覆卫星导航,格纳微主导的室内定位将引领下一个技术热潮[EB/OL](2016-09-23).http://smart.huanqiu.com/roll/2016-09/9480153.html.

    Huanqiu.com. Subversion satellite navigation, glonavin led the indoor positioning will lead the next technology boom[EB/OL](2016-09-23).http://smart.huanqiu.com/roll/2016-09/9480153.html.

[2] 赵 鹏. 手术导航系统中光学和惯性组合定位方法的研究[D]. 北京: 清华大学, 2015.

    Zhao Peng. Study on the method of optimum combination of optics and inertia in surgical navigation system[D]. Beijing: Tsinghua University, 2015.

[3] 刘明伟, 刘太君, 叶 焱, 等. 基于低功耗蓝牙技术的室内定位应用研究[J]. 无线通信技术, 2015, 24(3): 19-23.

    Liu Mingwei, Liu Taijun, Ye Yan, et al. Study on indoor location application based on low power bluetooth technology[J]. Wireless Communication Technol., 2015, 24(3): 19-23.

[4] Lashkari A H, Parhizkar B, Ngan M N A. WIFI-based indoor positioning system[C]// IEEE Second Inter. Conf. on Computer and Network Technol., 2010: 76-78.

[5] Do T H, Hwang J, Yoo M. Analysis of the effects of LED direction on the performance of visible light communication system[J]. Photonic Network Commun., 2013, 25(1): 60-72.

[6] 张 利, 潘承毅. 差动驱动机器人的一种航迹推算定位方法[J]. 合肥工业大学学报(自然科学版), 2010, 33(11): 1605-1609.

    Zhang Li, Pan Chengyi. A trajectory estimation method for differential drive robot[J]. J. of Hefei University of Technol. (Natural Science Edition), 2010, 33(11): 1605-1609.

[7] Zhou Liang, Fu Yongtao. Design of indoor positioning system based on wireless location and inertial navigation[J]. Electron. Technol. Applications, 2014, 40(4): 73-76. <参考文献原文>Rahman M S, Haque M M, Kim K D. Indoor positioning by LED visible light communication and image sensors[J]. Inter. J. of Electrical & Computer Engin., 2011, 1(2): 420-431.

    周 亮, 付永涛. 无线定位与惯性导航结合的室内定位系统设计[J]. 电子技术应用, 2014, 40(4): 73-76.

[8] Kim D R, Kim H S, Han S K, et al. An indoor visible light communication positioning system using a RF carrier allocation technique[J]. J. of Lightwave Technol., 2013, 31(1): 134-144.

[9] Sertthin C, Tsuji E, Nakagawa M, et al. A switching estimated receiver position scheme for visible light based indoor positioning system[C]// IEEE Inter. Symp. on Wireless Pervasive Computing, 2009: 1-5.

[10] Jung S Y, Hann S, Park C S. TDOA-based optical wireless indoor localization using LED ceiling lamps[J]. IEEE Trans. on Consumer Electron., 2012, 57(4): 1592-1597.

[11] Vegni A M, Biagi M. An indoor localization algorithm in a small-cell LED-based lighting system[C]// IEEE Inter. Conf. on Indoor Positioning and Indoor Navigation, 2012: 1-7.

[12] Lee S, Jung S Y. Location awareness using angle-of-arrival based circular-PD-array for visible light communication[C]// IEEE Communications, 2012: 480-485.

[13] Kim H S, Kim D R, Yang S H, et al. Indoor positioning system based on carrier allocation visible light communication[C]// IEEE Quantum Electron. Conf. & Lasers and Electro-Optics, 2011: 787-789.

曹家胜, 徐熙平, 施安存, 孙悦, 王一航, 盖轶冰. 基于微惯导与VLC的室内高精度定位技术研究[J]. 半导体光电, 2017, 38(6): 862. CAO Jiasheng, XU Xiping, SHI Ancun, SUN Yue, WANG Yihang, GAI Yibing. Research on Indoor High Precision Positioning Technology Based on Micro-Inertial Navigation System and VLC[J]. Semiconductor Optoelectronics, 2017, 38(6): 862.

关于本站 Cookie 的使用提示

中国光学期刊网使用基于 cookie 的技术来更好地为您提供各项服务,点击此处了解我们的隐私策略。 如您需继续使用本网站,请您授权我们使用本地 cookie 来保存部分信息。
全站搜索
您最值得信赖的光电行业旗舰网络服务平台!