The 34-year-old was deported from Australia on the eve of the Australian Open after losing a court bid to overturn his visa cancellation.
The 20-time Grand Slam winner is on the entry list for the Dubai ATP Tour event, which begins on 21 February.
Entrants to Dubai, where the Serb is a five-time winner, do not need to be vaccinated against Covid-19.
Tennis Australia said it "deeply regrets" the impact Djokovic's deportation saga had on players at the Australian Open, as the focus on the 2021 champion's fate overshadowed the build-up to this year's tournament.
