UPDATE: DEC 2011 - this info is now outdated as Google has removed this functionality from the Android app.
Google+ is a great resource to find great Android wallpapers. Here's a quick walkthrough on how to do it.
A) Fire up the Google+ Android app and navigate to a post that has a picture you like:
B) Tap the little dots in the right hand corner and then choose "set as wallpaper"