If you want to walk in the desert by yourself I would certainly choose a cool time of the year – in the Summer, the Sahara can be as brutal as Death Valley California but much larger and more remote. When I was in Morocco there were many guides to choose from for guided desert trips – including Camel Safaris.
What country are you thinking of doing this in?
Regards,
~ Dave