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Two thoughts:

  1. You'll have the usual powering-the-Kinect problem. Just a USB port isn't enough; see the Create <-> Kinect Tutorial for details on how to build a power supply in a particular case.
  2. The Kinect (both the OpenNI and libfreenect versions) are in C[++], not Java. I don't know if user processes on Android have to be in Java, but just having ROSJava doesn't get you Kinect support out of the box.