Step 2: Introduction to the Arduino ADK
The Arduino ADK can communicate with Android devices, or basically any USB slave (i.e. keyboard, mouse). It has a MAX3421E that communicates with the ATmega2560 through SPI to transmit and receive data to the Arduino ADK.
Some of these concepts might be a little confusing, but you don't have to understand them in full detail to make a simple Android app.