Split king beds do require a special set of sheets. Split king sheets consist of a single top bed sheet that covers both mattresses, as well as two fitted sheets that will cover each of the twin XL mattresses. Luckily, because of the convenience of split king mattresses, many dual sheet sets are sold in stores.