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I'm not sure, but try setting ROS_IP=ip.of.your.pc on your PC as an environment variable. It might be that the Android device is trying to resolve the hostname of your PC and is failing, hence cannot make a connection to the PC.

But it's just a guess/stab in the dark.

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