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Attitude Heading Reference System based vehicle stationary state detection

机译:基于姿态航向参考系统的车辆静止状态检测

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Vehicle navigation is a crucial requirement for many applications. Global Positioning System (GPS) can provide accurate navigation information. But the GPS performance degrades and even a complete outage may occur in urban areas due to line of sight problem. Inertial Navigation System (INS) can provide navigation information during a GPS outage. However, due to bias, drift, noise and other errors, the position information quickly diverges which is more sever for low cost INS. These errors can be corrected in a stationary state. Detecting the stationary state to correct the INS error is crucial for navigation system. This paper proposes a novel stationary detection technique by the threshold approach with an Attitude Heading Reference System (AHRS) built from the Inertial Measurement Unit (IMU) sensors and acceleration information. The stationary state is detected from variance of the acceleration data and the heading of the vehicle. The test result shows that the 87% correct stationary state is detected from both the acceleration and heading information. The stationary state detection can help to correct the INS errors.
机译:车辆导航是许多应用的关键要求。全球定位系统(GPS)可以提供准确的导航信息。但是由于视线问题,GPS的性能会下降,甚至在城市地区甚至可能会发生完全中断的情况。惯性导航系统(INS)可以在GPS中断期间提供导航信息。但是,由于偏置,漂移,噪声和其他误差,位置信息会迅速偏离,这对于低成本INS而言更为严重。这些错误可以在固定状态下进行纠正。检测静止状态以纠正INS错误对于导航系统至关重要。本文提出了一种新的通过阈值方法进行静止检测的技术,该方法是根据惯性测量单元(IMU)传感器和加速度信息构建的航向参考系统(AHRS)。从加速度数据的变化和车辆的行驶方向检测静止状态。测试结果表明,从加速度和航向信息中都检测到87%的正确静止状态。静止状态检测可以帮助纠正INS错误。

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