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You can also use the images of the stereo camera to perform visual odometry. For example, viso2_ros is a ros package that takes stereo image as input and give you the pose of the vehicle.

You can integrate both, visual odometry and sonar into a Kalman Filter, but I don't know any package to do this. Robot_pose_ekf integrates visual odometry and imu.

Hope this helps...

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