Nothing stopping the transmitter from being attached to a cheap battery and left under the dumpster of a nearby restaurant.

Sure, they can find it, but it takes resources away from harassing civilians.

Someone smarter than me could probably design, or link an existing design, to a cheap assembly that broadcast static and made comms harder for these thugs.