To test your app on a device you must export an application installer package (APK). The package MUST be digitally signed, otherwise your android phone/tablet will not let you install it.
You can use Google's debug Key and Keystore:
To export the signed application package, in Eclipse right click on the project, select 'android tools' and 'Export signed package'