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基于改进双向测距到达时间差定位算法的超宽带定位系统
引用本文:卞佳兴,朱荣,陈玄.基于改进双向测距到达时间差定位算法的超宽带定位系统[J].计算机应用,2017,37(9):2496-2500.
作者姓名:卞佳兴  朱荣  陈玄
作者单位:武汉大学 计算机学院, 武汉 430072
基金项目:武汉市应用基础研究计划项目(2016010101010025)。
摘    要:针对传统无线定位技术在室内定位精度不高的问题,设计实现了一种基于超宽带(UWB)技术的室内定位系统。首先,提出了定位服务器与移动端APP实时交互的系统结构,解决室内移动人员自主定位与导航的问题。其次,在双向测距(TWR)算法中增加一条无线电信息以减小时钟偏移引起的测距误差,从而提高算法性能。最后,将通过到达时间差(TDOA)定位算法得到的双曲面方程组进行线性化处理后结合Jacobi迭代法完成求解,避免了使用标准TDOA定位算法难以直接解算的情况。经测试,该系统在楼道房间等场景中能稳定工作且定位误差控制在30 cm以内,相比基于WiFi、蓝牙等技术的定位系统在定位精度上提高了10倍左右,能够满足在复杂室内环境中的精确移动定位需求。

关 键 词:室内定位    超宽带    双向测距    到达时间差
收稿时间:2017-03-06
修稿时间:2017-04-10

Ultra wideband localization system based on improved two-way ranging and time difference of arrival positioning algorithm
BIAN Jiaxing,ZHU Rong,CHEN Xuan.Ultra wideband localization system based on improved two-way ranging and time difference of arrival positioning algorithm[J].journal of Computer Applications,2017,37(9):2496-2500.
Authors:BIAN Jiaxing  ZHU Rong  CHEN Xuan
Affiliation:School of Computer, Wuhan University, Wuhan Hubei 430072, China
Abstract:Aiming at the poor positioning accuracy of traditional wireless indoor positioning technology, an indoor positioning system based on Ultra Wide Band (UWB) technology was designed and implemented. Firstly, to solve the problem of autonomous localization and navigation, the system architecture of real-time interaction between the location server and the mobile terminal APP was proposed. Secondly, a radio message was added to the Two-Way Ranging (TWR) algorithm to reduce the ranging error caused by clock drift, so as to improve the performance of the algorithm. Finally, the hyperboloid equation set achieved by Time Difference Of Arrival (TDOA) positioning algorithm was linearized and then solved by Jacobi iteration method, which avoids the cases that standard TDOA localization algorithm is difficult to directly solve. The test results show that the system based on this method can work stably and control the range of error within 30 cm in the corridor room scene. Compared with the positioning systems based on WiFi and Bluetooth, the positioning accuracy of this system is improved by about 10 times, which can meet the requirement of precise mobile positioning in complex indoor environment.
Keywords:indoor positioning                                                                                                                        Ultra Wide Band (UWB)                                                                                                                        Two-Way Ranging (TWR)                                                                                                                        Time Difference Of Arrival (TDOA)
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