Peterson \p(e)-ter-son, pet(e)-rson\ as a boy's name is a variant of Peter (Greek), and the meaning of Peterson is "rock".
The baby name Peterson sounds like Paterson and Patterson. Other similar baby names are Person, Pierson and Pearson.