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Abstract: In this paper, the conventional pseudo-random sequence linear complexity is disc ussed, and a new criterion is proposed, based on the approximate entropy. It is proved that the criterion is able to distinguish different complex chaos and cha otic pseudo-random sequences with short observed sequence. Simulations indicate that the method is effective, and the corresponding theories are proved right.