Update SDK target level to 26. Implements #703 (#719)

This also updates the support library version to 26.1.0.
Due to changes in Android 8 we had to limit some background service and broadcast functionality. There are no limitations to the user experience though, but some planned features may require a different solution now (mostly because implicit broadcasts no longer work).