and a GPS receiver. So he built one. You can find his work on GitHub. At the heart of the project is MicroAPRS, an Arduino firmware for packet radio. Instead of using a bigger computer ...

If short-distance on VHF with existing Internet linked receiver networks using an Arduino compatible platform is more to your taste, then checkout the Trackuino open source APRS Tracker.