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In engineering field, the actual systems are always designed to be closed-loop ones to make sure the stability and safety.For the linear closed-loop systems, distinguishing from the open-loop systems, the procedure and measurement noises are involved in the closed-loop input and which have a significant influence on the systems response in the closed-loop systems.Hence the identification of closed-loop systems becomes more complicated.