I encountered the same problem today.
I followed the official instructions, but I didn't noticed that I SHOULD
run command
"chmod a+r /etc/udev/rules.d/51-android.rules"
After I set this file to world readable and re-plug my usb cable,the status became unauthorized. Then just grant the permission and everything goes fine.