None of the Samsung devices support the STA platform. Newer Samsung devices use the Tizen platform, while older ones use Orsay.
However, since the core of your app code will be Javascript and HTML5, you can port it to Tizen and Orsay. This mostly involves replacing the media playback and device handling (eg network connection check, device id, key codes etc) portions of your code.