We use the present continuous to talk about an arrangement at a specific (or understood) time in the future: I´m traveling to Paris on saturday morning. (I already have my ticket)
In the sentence above:
I´m taking a sleeping bag, a lantern and a ball to the barbecue.
Source: Life 4 - National Geographic & Cengage Learning (p. 161)