The textbooks mention Ibn Battuta, who was a great traveler. He lived at about the time of Marco Polo, and covered many more miles than Polo. He was intent on visiting the entire Islamic world. Of course, that included West Africa and the Sahara from 1351-1353 CE. You can read about his trip to Sub-Saharan Africa here.

Another site has a very cool google map of his entire journey.