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Not really an answer, but according to your description, multiple nodelets start to fail once sensor output is subscribed. I'm not entirely sure but it may be related to processing power of the computer. Publishing 3D sensor's output causes high load on the computer. Do you really need to handle 3D sensor with RasPi3?

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