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A modified method of nonlinear attitude estimation based on EKF

机译:基于EKF的非线性姿态估计的改进方法

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This paper presents the design, analysis and performance of modified continuous extended Kalman filter based on complementary properties. The modified design departs from traditional solutions as better dynamic performance and steady-state performance for estimating the attitude angles on three axises, and effectively dominate the disturbance in practical system. In order to illustrate the better performance, the simulation results are given by comparing traditional extended Kalman filter with modified filter.
机译:本文介绍了基于互补性质的改进连续扩展卡尔曼滤波器的设计,分析和性能。改进后的设计有别于传统的解决方案,因为它具有更好的动态性能和稳态性能,可以估算三个轴上的姿态角,并有效地控制了实际系统中的干扰。为了说明更好的性能,通过将传统的扩展卡尔曼滤波器与改进的滤波器进行比较,给出了仿真结果。

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