Control of the dynamics of an open quantum system is crucial in quantum information processing. Basically there are two ways: one is the control on the system and the other is tuning the bath parameters. In this paper, we use the latter to analyze the non-Markovian dynamics of the open system. The model is that the system is immersed in non-Markovian squeezed baths. For the dynamics, a non-Markovian master eqation is obtained using the quantum state diffusion (QSD) equation technique for the weak system-bath couplings. We use the adiabatic evolution or quantum state transmission as examples to analyze the effects of the bath parameters: non-Markovianity , the squeezed direction and squeezed strength . For the adiabatic or state transmission fidelity, the calculation results show that they both can be enhanced by a smaller or bigger -quadrature. Interestingly, when , the squeezed quadrature is determined by the combination of and , and by numerical simulation we find that the fidelity peak occurs at . The fidelities increase with increasing when . When , lower fidelities are obtained due to the squeezed bath. Our results show that the dynamics of the open systems can be effectively controlled by reservoir enginerring.

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