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Ok, so a few things:
two_d_mode
to true. Otherwise, you need to measure enough variables to keep your covariances from exploding. See this page. You might also try fusing your commanded velocities. geometry_msgs/TwistWithCovarianceStamped
messages. That way, you can fuse them with the state estimate.