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kalman滤波 针对二阶系统的位置速度估计 适合于初学kalman滤波算法的朋友 代码含有详细解释-kalman filter for the position of second-order system is suitable for beginners speed estimation kalman filter algorithm friend code contains detailed explanations
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通过测量非导通相的反电势波形,运用KALMAN滤波器,估计出转子的位置-By measuring the non-conduction phase of the BEMF waveform, using KALMAN filter, the estimated rotor position
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The function alphaBetaFilter implements a generic algorithm for an alpha-beta filter that is a linear state estimation for position and velocity given an observed data. It acts like a smoothing. Also closely related to Kalman filters and to linear st
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Colored-Noise Kalman Filter for Vibration Mitigation of Position Attitude Estimation Systems
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Discrete time Kalman filter for position estimation of a Newtonian system
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针对小型无人机在无卫星导航信号条件下的导航问题, 结合光流及地标定位设计了使用摄像头、惯性测量器件、超声测距仪等传感器融合的无人机室内导航方法. 文章使用补偿角速率的光流微分法计算帧间像素点小位移, 并用前后误差算法提取精度较高的点, 避免像素点跟踪错误, 提高了光流测速的精度 对得到的光流场用均值漂移算法进行寻优, 得到光流场直方图峰值, 以此计算光流速度. 本文提出了无累积误差的连续地标定位算法, 实时测量无人机位置. 通过多速率卡尔曼滤波器对观测周期不一致的位置、速度信息进行最优估计. 在
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编写卡尔曼滤波算法,以匀速直线运动为例,估计运动轨迹和运动速度,以及估计值与真真实值的偏差(kalman filter algorithm,using linear uniform motion as example, eslimate the position.speed,and giving the deviation of estimation value and real value)
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主要功能:
1.完成传感器对目标状态的kalman滤波估计;
2.对传感器的状态估计进行SCC和CI融合;
3.画出位置及速度的估计和融合误差曲线、真实航迹及融合后航迹、K=1时刻的协方差椭圆(Main functions:
1. The Kalman filter estimation of the target state is completed;
2. The state estimation of sensors is fused by SCC and CI;
3. Draw the
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