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Issue with removing gravity in robot_localization package

asked 2018-05-20 23:10:08 -0500

babazaroni gravatar image

I'm using adafruit bn055 imu board serviced by rtimulib_ros package feeding the robot_localization package. The imu output frame is showing the linear acceleration along the z-axis is around positive 1 when the imu is at rest flat on a level surface. After 60 seconds, the robot_localization /odometry/filtered output is showing the location along z-axis as about the expected negative 17K meters. The parameter imu0_remove_gravitational_acceleration is true in the ekf yaml file. When I change it to false the location along the z-axis changes sign to a positive 17K meters, instead of the expected 0 meters.

Any ideas on how to fix this?

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The imu output frame is showing the linear acceleration along the z-axis is around positive 1 [..]

not an expert here, but doesn't robot_localization (and ROS in general) require SI units to be used here? "positive 1" sounds like your IMU (driver) outputs in gs.

gvdhoorn gravatar image gvdhoorn  ( 2018-05-21 01:54:06 -0500 )edit

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answered 2018-05-21 09:34:14 -0500

babazaroni gravatar image

Thanks to the clue from @gvdhoom, I rechecked the distance values and found I had made a mistake. The actual distance when imu0_remove_gravitational_acceleration is false is positive 1700 meters, not 17k meters. Thus the linear acceleration of 1 is in meters, not gravities. I thought the unit was calibrated, so assumed the linear acceleration was in gravity units. Will now need to work on calibration.

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so assumed the linear acceleration was in gravity units

you're talking about your imu output here now, right?

In any case: ROS uses m/s^2 for this, not g. So robot_localization also expects that.

Not claiming that is the cause of what you're seeing, but it's something to fix in any case.

gvdhoorn gravatar image gvdhoorn  ( 2018-05-21 10:15:52 -0500 )edit

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Asked: 2018-05-20 23:10:08 -0500

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Last updated: May 21 '18