Bedding that fits a Tempurpedic Celebrity Bed, Queen size?

Just bought a queen size Tempurpedic Celebrity Bed and Love it except that the mattress is so thick no sheets seem to fit it. The fitted sheets do not cover the entire mattress and get pulled up after a night of sleeping. Does anyone else have this mattress and this problem? Has anyone found a brand of sheets that actually fit the mattress?