As Said, to work it would need to be some kind of subscription service to a tracking network. I'm not willing to pay such subscription fees unless they are very cheap.
Or perhaps if something could be worked out where there is no fee until you report the bike stolen and the device is then 'activated'. A flat fee system like that would be acceptable to me...
But then theres the battery issue...I doubt you have enough of them.