In this letter, we introduce the concept of k-error lattice structure to describe the stability of lattice structure for pseudorandom number sequences, give some of its properties, and make a study of the relationship between the k-error lattice structure and the k-error linear complexity. These properties and the relationship create an elementary framework to study the stability of the lattice structure of pseudorandom number sequences.