Central Australia is a fantastic place with a good base being Alice Springs. It will be chilly though with biting winds and below 0 temperatures overnight, but the sun will more than likely be shining! There is plenty to do and you won't be bored even after 4 weeks.
Beware of Zillions of tourists though during winter.