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integration sigma #39

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AreteQin opened this issue Mar 4, 2023 · 1 comment
Open

integration sigma #39

AreteQin opened this issue Mar 4, 2023 · 1 comment

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@AreteQin
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AreteQin commented Mar 4, 2023

Hello there,

thanks for your excellent work!

Within imu config yaml files, I saw a parameter called: integration sigma, is this parameter the angular difference between the coordinate axes of the accelerometer and the angular velocity meter?

I look forward to your response! Thanks for your time in advance!
Arete

@lukasvst
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lukasvst commented Mar 6, 2023

Thanks for your question!

The value of integration_sigma is squared, and then passed as the parameter integrationCovariance to the GTSAM IMU Preintegration factor.
According to the GTSAM docs: "This is the uncertainty due to modeling errors in the integration from acceleration to velocity and position."
(This related issue might also be interesting to you: borglab/gtsam#1114)

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