In this paper, we study the concepts of invariant convergence, -strongly invariant convergence , -invariant convergence (), -invariant convergence () of double sequences and investigate the relationships among invariant convergence, , and . Also, we introduce the concepts of -Cauchy double sequence and -Cauchy double sequence.