GNSS World of China

Volume 46 Issue 2
Apr.  2021
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WANG Shengliang, LIU Genyou, GAO Ming, CAO Shilong, XIAO Gongwei, ZHAO Wenhao. Performance analysis of high precision kinematic positioning of GPS-RTK/UWB tight combination[J]. GNSS World of China, 2021, 46(2): 69-76. doi: 10.12265/j.gnss.2020110603
Citation: WANG Shengliang, LIU Genyou, GAO Ming, CAO Shilong, XIAO Gongwei, ZHAO Wenhao. Performance analysis of high precision kinematic positioning of GPS-RTK/UWB tight combination[J]. GNSS World of China, 2021, 46(2): 69-76. doi: 10.12265/j.gnss.2020110603

Performance analysis of high precision kinematic positioning of GPS-RTK/UWB tight combination

doi: 10.12265/j.gnss.2020110603
  • Received Date: 2020-11-06
    Available Online: 2021-04-26
  • Publish Date: 2021-05-13
  • To overcome the shortage that GPS-RTK can not obtain centimeter level high precision positioning results due to signal blockage, insufficient satellites number and other reasons under complicated environment, in this paper, the tightly combination of ultra-wide band (UWB) short-range high precision positioning system and RTK are studied to improve the precision of dynamic positioning under complicated environment. According to the principle of UWB, the mathematical model of GPS-RTK/UWB tight combination is presented, and the data processing flow is introduced in detail. The experimental results show that GPS-RTK/UWB tight combination can further improve the ambiguity fixed success rate and dynamic positioning precision compared with only GPS when the observation environment is well. In a complicated environment with a cut-off mask elevation angle of 40 degree, the ambiguity fixed success rate was significantly increased from 20.93% to 93.96%. The positioning precision of N and E directions are improved to centimeter level, and that of U directions is improved to decimeter level, which can still meet certain engineering measurement needs.

     

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  • [1]
    徐周. GPS差分定位技术及实现方法的研究[D]. 郑州: 解放军信息工程大学, 2006.
    [2]
    王世进. BDS/GPS-RTK算法研究及软件实现[D]. 阜新: 辽宁工程技术大学, 2014.
    [3]
    李征航, 黄劲松. GPS测量与数据处理[M]. 2版. 武汉: 武汉大学出版社, 2013.
    [4]
    胡楠楠, 章红平, 李团, 等. 城市动态环境下GNSS RTK部分模糊度固定算法性能分析[J]. 大地测量与地球动力学, 2018, 38(3): 263-267.
    [5]
    LIN S G. Assisted adaptive extended Kalman filter for low-cost single-frequency GPS/SBAS kinematic positioning[J]. GPS solutions, 2015, 19(2): 215-223. DOI: 10.1007/s10291-014-0381-9
    [6]
    WANG J P, GAO J X, LIU C, et al. High precision slope deformation monitoring model based on the GPS/pseudolites technology in open-pit mine[J]. Mining science and technology, 2010, 20(1): 126-132. DOI: 10.1016/S1674-5264(09)60173-3
    [7]
    ZIMMERMAN K R, COBB H S, BAUREGGER F N, et al. A new GPS augmentation solution: Terralite XPS system for mining applications and initial experience[C]//Proceedings of the 18th International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS 2005), 2005: 2775-2788.
    [8]
    高军强, 汤霞清, 张环, 等. 基于因子图的车载INS/GNSS/OD组合导航算法[J]. 系统工程与电子技术, 2018, 40(11): 2547-2553.
    [9]
    XUE Y, SU W, YANG D, et al. RMLNet—A reliable wireless network for a multiarea TDOA-based localization system[J]. Sensors, 2019, 19(20): 4374. DOI: 10.3390/s19204374
    [10]
    ALARIFI A, AL-SALMAN A, ALSALEH M, et al. Ultra-wideband indoor positioning technologies: analysis and recent advances[J]. Sensors, 2016, 16(5): 707. DOI: 10.3390/s16050707
    [11]
    ANGELIS G D, MOSCHITTA A, CARBONE P. Positioning techniques in indoor environments based on stochastic modeling of UWB round-trip-time measurements[J]. IEEE transactions on intelligent transportation systems, 2016, 17(8): 2272-2281. DOI: 10.1109/TITS.2016.2516822
    [12]
    赵红梅, 赵杰磊. 超宽带室内定位算法综述[J]. 电信科学, 2018, 34(9): 130-142.
    [13]
    MACGOUGAN G D. Real-time kinematic surveying using tightly-coupled GPS and ultra-wideband ranging[D/OL]. [2020-08-02]. Calgary: The University of Calgary, 2009. http://wcm.ucalgary.ca/files/plan/macgougan2009_phd.pdf
    [14]
    MACGOUGAN G D, O’KEEFE k, KLUKAS R. Accuracy and reliability of tightly coupled GPS/ultra-wideband positioning for surveying in urban environments[J]. GPS solutions, 2010, 14(4): 351-364. DOI: 10.1007/s10291-009-0158-8
    [15]
    吴探诗. 基于GNSS与UWB组合的无缝定位研究[D]. 阜新: 辽宁工程技术大学, 2014.
    [16]
    ABOLFATHI E A, O'KEEFE K. Integrating vision derived bearing measurements with differential GPS and UWB ranges for vehicle-to-vehicle relative navigation[C]//Proceedings of the 26th International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS+ 2013), 2013: 762-771.
    [17]
    JIANG L J, HOE L N, LOON L L. Integrated UWB and GPS location sensing system in hospital environment[C]//2010 IEEE Conference on Industrial Electronics and Applications, 2010: 286-289. DOI: 10.1109/ICIEA.2010.5516828
    [18]
    GONZALEZ J, BLANCO J L, GALINDO C, et al. Combination of UWB and GPS for indoor-outdoor vehicle localization[C]//2007 IEEE International Symposium on Intelligent Signal Processing, 2007. DOI: 10.1109/WISP.2007.4447550
    [19]
    储超, 黄亮, 杜仲进, 等. 抗差估计在RTK/INS紧组合中的应用研究[J]. 全球定位系统, 2019, 44(5): 18-25.
    [20]
    许国昌, 许艳. GPS理论、算法与应用[M]. 3版. 北京: 科学出版社, 2017.
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