Start developing!!
Here are references about study of developing.
Android
Android System Development - How to develop android from source code. about kernel, boot loader, aosp and etc.
Linux
A tour of the ARM architecture and its Linux support - What are the ARM architecture, the linux kernel, .. and etc.