Just like with the Occupy movement, having mini-GPS devices on you (or around you) is not a good idea when protesting.
Quick YouTube link for context:
Even by association you can be implicated regardless of your actual involvement.
Edit: On a practical side I havent found a way to automate resetting the advertising id on Android, it’s an easy setting to forget to use on the regular (perhaps by design).