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基于GPS、磁罗盘与大气数据计算机的无人机风估计 被引量:3
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作者 高艳辉 李志宇 肖前贵 《计算机测量与控制》 2017年第3期231-233,239,共4页
针对无人机实时航路规划及适应环境变化的自主能力发展需求,提出了一种新的风估计与空速校准的方法;该方法基于GPS接收机、大气计算机和磁罗盘等传感器实现;针对定常风模型,风速、风向能够利用地速、风速和空速之间的速度矢量三角形关... 针对无人机实时航路规划及适应环境变化的自主能力发展需求,提出了一种新的风估计与空速校准的方法;该方法基于GPS接收机、大气计算机和磁罗盘等传感器实现;针对定常风模型,风速、风向能够利用地速、风速和空速之间的速度矢量三角形关系计算得到;采用无导扩展卡尔曼滤波(DEKF),估计风场信息以及真空速的比例校准系数;利用某型无人机数字仿真平台,在2D定常风条件下进行了全过程自主飞行仿真;仿真结果表明:该方法在航路跟随的直线段、转弯段均能准确估计。 展开更多
关键词 风估计 空速校准 无人机 无导扩展卡尔曼滤波
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Application of unscented Kalman filter to novel terrain passive integrated navigation system 被引量:2
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作者 王其 徐晓苏 《Journal of Southeast University(English Edition)》 EI CAS 2007年第4期545-549,共5页
To improve the navigation accuracy of an autonomous underwater vehicle (AUV), a novel terrain passive integrated navigation system (TPINS) is presented. According to the characteristics of the underwater environme... To improve the navigation accuracy of an autonomous underwater vehicle (AUV), a novel terrain passive integrated navigation system (TPINS) is presented. According to the characteristics of the underwater environment and AUV navigation requirements of low cost and high accuracy, a novel TPINS is designed with a configuration of the strapdown inertial navigation system (SINS), the terrain reference navigation system (TRNS), the Doppler velocity sonar (DVS), the magnetic compass and the navigation computer utilizing the unscented Kalman filter (UKF) to fuse the navigation information from various navigation sensors. Linear filter equations for the extended Kalman filter (EKF), nonlinear filter equations for the UKF and measurement equations of navigation sensors are addressed. It is indicated from the comparable simulation experiments of the EKF and the UKF that AUV navigation precision is improved substantially with the proposed sensors and the UKF when compared to the EKF. The TPINS designed with the proposed sensors and the UKF is effective in reducing AUV navigation position errors and improving the stability and precision of the AUV underwater integrated navigation. 展开更多
关键词 autonomous underwater vehicle strapdown inertial navigation system unscented Kalman filter extended Kalman filter terrain passive integrated navigation system
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