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Chapter 63 Development and Evaluation of GNSS/INS Data Processing Software

机译:第63章GNSS / INS数据处理软件的开发和评估

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Currently there is less mature and reliable commercial software for GNSS/INS data processing in China. Relevant users have to rely on foreign software, e.g., POSPac and Inertial Explorer (IE). This has become one of the bottle-neck of applying GNSS/INS technology to survey and mapping areas in China. This paper introduces newly developed GNSS/INS data processing software-Cinertial. In the design of the algorithm, the local level frame is chosen as the reference frame; and the rotation vector is applied for the attitude update. The GNSS and INS information are fused by a Kalman filtering based on 21-dimensional error states vector. Moreover, Rauch-Tung-Striebel (RTS) backward smoothing algorithm is applied in the software to help ensure the best possible accuracies. The correctness of the developed software is tested and evaluated by the airborne and terrestrial datasets compare to IE and POSPac. The results show that Cinertial can reach the same level of the navigation accuracy as foreign commercial software.
机译:目前,在中国,用于GNSS / INS数据处理的成熟和可靠的商业软件还很少。相关用户必须依赖外部软件,例如POSPac和Inertial Explorer(IE)。这已成为将GNSS / INS技术应用于中国测绘地区的瓶颈之一。本文介绍了新开发的GNSS / INS数据处理软件-Cinertial。在算法的设计中,选择局部水平框架作为参考框架。并将旋转矢量应用于姿态更新。 GNSS和INS信息通过基于21维误差状态向量的卡尔曼滤波进行融合。此外,软件中采用了劳赫-东-斯特里贝尔(RTS)后向平滑算法,以帮助确保最佳的精度。通过与IE和POSPac进行比较的机载和地面数据集来测试和评估所开发软件的正确性。结果表明,Cinertial可以达到与国外商业软件相同的导航精度。

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