瑞士苏黎世大学Stephen Weiss对基于EFK松耦合传感器融合定位研究非常深入,以下是他的相关论文和开源代码,可以详细阅读,最后附上了本人阅读的相关博客。
1.论文
[1] Vision Based Navigation for Micro Helicopters, 2012
[2] A Robust and Modular Multi-Sensor Fusion Approach Applied to MAV Navigation, 2013
[3] Real-time Onboard Visual-Inertial State Estimation and Self-Calibration of MAVs in Unknown Environments, 2013
阅读以上文献需要的ESKF相关基础知识
[4] Quaternion kinematics for the error-state Kalman filter
2.源代码链接
[1] MSF(Multi-Sensor Fusion) https://github.com/ethz-asl/ethzasl_msf
[2] SSF(Single-Sensor Fusion) https://github.com/ethz-asl/ethzasl_sensor_fusion
另外,Zida Wu等人根据ethzasl_msf进行二次开发,实现了 IMU, SLAM (ORB_SLAM2) and GNSS (or GPS)的融合定位,对于后续拓展具有很强参考意义:
[3] MSF_developed https://github.com/milkytipo/MSF_

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