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Viewing rviz on the HP Elitebook and running all the code locally on the TK1

Just a hunch: have you synchronised the clocks of the two PCs involved? If not, that is probably the cause of your problems.

See wiki/ROS/NetworkSetup - Timing issues, TF complaining about extrapolation into the future?.

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