•1 min read•from oceanography: things about the sea
Kalman filter for ocean waves using IMU
I’ve designed and implemented a Kalman filter for boat movement in ocean waves using IMU. I thought it might be of interest to someone here.
Implementation on a real device uses atomS3R unit.
Estimates boat heave in real time and waves direction too.
OU-Driven Quaternion MEKF for Marine INS and
Wave-State Estimation.
The code is open source and on GitHub Bareboat Necessities project called ‘ocean-imu’.
https://github.com/bareboat-necessities/ocean-imu
Any feedback is greatly appreciated.
Thanks!
PS: I’ll post the links in comments
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Tagged with
#Kalman filter
#ocean waves
#IMU
#boat movement
#atomS3R
#heave
#wave direction
#Quaternion MEKF
#Marine INS
#Wave-State Estimation
#real-time
#open source
#GitHub
#oceanography
#Bareboat Necessities
#ocean-imu
#estimation
#navigation
#sensor fusion
#device implementation