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The unified chaotic system contains the Lorenz and the Chen systems as two dual systems at the two extrcmes of its parameter spectrum and the Lii system as a special case. The parameter identification and tracking problem of the unified system are further investigated. In particular, a novel controller is designed for avoiding the divergence of the factor 1 /x. Numerical simulations are provided to show the effectiveness of these methods.