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Robot localization doesnt affect pose in filtered odometry

asked 2019-11-06 05:50:54 -0500

Marseiliais gravatar image

updated 2019-11-06 06:04:08 -0500

Hi!

Im sending nav_msgs/Imu from Arduino to ROS in topic /imu. Its working properly. Im getting acceleration in X axis and angular velocity in Z axis. Header frame id is imu Arduino sends ticks from encoders to ros node too. Node comuptes X linear velocity and Z angular velocity. Then publishes nav_msgs/Odomto the /odom topic. In my opinion velocities are computed properly too. Header frame id is odom and child frame id is base_link

Units in messages meet requirements from REP103.

Im creating transform between base_link and imu

 <?xml version="1.0"?>
<launch>
    <node pkg="tf" type = "static_transform_publisher" name="base_imu" 
        args="0 0 0 0 0 0  base_link imu 100" />
</launch>

Then im trying to fuse both measurements using ekf in robot_localization package

My .yaml file is

frequency: 50

two_d_mode: true

publish_tf: false

odom_frame: odom

base_link_frame: base_link
world_frame: odom

odom0: /odom
odom0_config: [ false, false, false,
                false, false, false,
                true,  true,  false,
                false, false, true,
                false, false, false] 
odom0_differential: false

imu0: /imu
imu0_config: [ false, false, false,
               false, false, false,
               false, false, false,
               false, false, true,
               true,  false, false]
imu0_differential: false

process_noise_covariance: [0.05, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0
                           0, 0.05, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0
                           0, 0, 0.06, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0
                           0, 0, 0, 0.03, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0
                           0, 0, 0, 0, 0.03, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0
                           0, 0, 0, 0, 0, 0.06, 0, 0, 0, 0, 0, 0, 0, 0, 0
                           0, 0, 0, 0, 0, 0, 0.025, 0, 0, 0, 0, 0, 0, 0, 0
                           0, 0, 0, 0, 0, 0, 0, 0.025, 0, 0, 0, 0, 0, 0, 0
                           0, 0, 0, 0, 0, 0, 0, 0, 0.04, 0, 0, 0, 0, 0, 0
                           0, 0, 0, 0, 0, 0, 0, 0, 0, 0.01, 0, 0, 0, 0, 0
                           0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.01, 0, 0, 0, 0
                           0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.02, 0, 0, 0
                           0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.01, 0, 0
                           0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.01, 0
                           0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.015]

initial_estimate_covariance: [1e-9, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0
                              0, 1e-9, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0
                              0, 0, 1e-9, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0
                              0, 0, 0, 1e-9, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0
                              0, 0, 0, 0, 1e-9, 0, 0, 0, 0, 0, 0, 0 ...
(more)
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Comments

Please post sample sensor message for every sensor input.

Tom Moore gravatar image Tom Moore  ( 2020-01-06 04:22:01 -0500 )edit

1 Answer

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answered 2020-08-26 04:02:32 -0500

Ahmed_Desoky gravatar image

you should change your odom0 and imu0 configurations to this :

odom0_config: [false, false, false,
               false, false, false,
               true, true, true,
               false, false, true,
               false, false, false]

imu0_config: [false, false, false,
              false, false, true,
              false, false, false,
              false, false, true,
              true, false, false]
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Comments

two_d_mode is set to true, so the 3D variable fusion doesn't help for odom0.

Tom Moore gravatar image Tom Moore  ( 2020-08-31 03:46:44 -0500 )edit

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Asked: 2019-11-06 05:50:54 -0500

Seen: 301 times

Last updated: Aug 26 '20