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Feasibility of Using a Low-Cost Inertial Measurement Unit with Centimeter-Level GPS

机译:使用具有厘米级GPS的低成本惯性测量单元的可行性

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Low-cost Inertial Navigation System (INS) sensor technology has evolved rapidly over the last decade with the development of less-expensive and higher-accuracy inertial measurement units (IMU). Developments in the field of the Global Positioning System (GPS) have also matured over the past decade to provide reliable centimeter-level accuracy in a relative sense for stand-alone GPS, and in an absolute sense for differential GPS (DGPS). Integrated GPS/inertial aviation applications are highlighted, with an emphasis on achieving centimeter-level inertial-based positioning for improved GPS tracking margins and increased continuity. To study the feasibility of centimeter-level integration of a low-cost IMU with a GPS receiver, a data collection system was designed, implemented and tested. A standard Kalman filter mechanization with 15 state-variables was used, in combination with precisely synchronized measurements. In addition, the IMU and the GPS antenna were co-located to within 0.1 m to minimize lever-arm effects. The performance of the integrated system was evaluated through both van and flight tests under different dynamic conditions. It was found that centimeter-level agreement between the IMU and GPS measurements is feasible for integration times of up to 1 second.
机译:低成本的惯性导航系统(INS)传感器技术在过去十年中,在较低昂贵且更高精度的惯性测量单元(IMU)的开发中,传感器技术已经迅速发展。在全球定位系统(GPS)领域的发展也在过去十年中成熟,以便在独立GPS的相对意义上提供可靠的厘米精度,并以差分GPS(DGPS)的绝对意义。突出显示集成的GPS /惯性航空应用,重点是实现厘米级基于惯性定位,以改善GPS跟踪边缘和增加的连续性。为研究利用GPS接收器的低成本IMU的厘米级集成的可行性,设计,实施和测试了数据收集系统。使用具有15个状态变量的标准Kalman滤波器机械化,结合精确同步测量。此外,IMU和GPS天线共同位于0.1米以内以最小化杠杆臂效应。在不同的动态条件下通过面包车和飞行试验评估集成系统的性能。结果发现,IMU和GPS测量之间的厘米级协议对于达到1秒的集成时间是可行的。

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