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  • Closed-Loop and Robust Control of Quantum Systems

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    Wang266266-Published.pdf (1.643Mb)
    Author(s)
    Chen, Chunlin
    Wang, Lin-Cheng
    Wang, Yuanlong
    Griffith University Author(s)
    Wang, Yuanlong
    Year published
    2013
    Metadata
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    Abstract
    For most practical quantum control systems, it is important and difficult to attain robustness and reliability due to unavoidable uncertainties in the system dynamics or models. Three kinds of typical approaches (e.g., closed-loop learning control, feedback control, and robust control) have been proved to be effective to solve these problems. This work presents a self-contained survey on the closed-loop and robust control of quantum systems, as well as a brief introduction to a selection of basic theories and methods in this research area, to provide interested readers with a general idea for further studies. In the area of ...
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    For most practical quantum control systems, it is important and difficult to attain robustness and reliability due to unavoidable uncertainties in the system dynamics or models. Three kinds of typical approaches (e.g., closed-loop learning control, feedback control, and robust control) have been proved to be effective to solve these problems. This work presents a self-contained survey on the closed-loop and robust control of quantum systems, as well as a brief introduction to a selection of basic theories and methods in this research area, to provide interested readers with a general idea for further studies. In the area of closed-loop learning control of quantum systems, we survey and introduce such learning control methods as gradient-based methods, genetic algorithms (GA), and reinforcement learning (RL) methods from a unified point of view of exploring the quantum control landscapes. For the feedback control approach, the paper surveys three control strategies including Lyapunov control, measurement-based control, and coherent-feedback control. Then such topics in the field of quantum robust control as control, sliding mode control, quantum risk-sensitive control, and quantum ensemble control are reviewed. The paper concludes with a perspective of future research directions that are likely to attract more attention.
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    Journal Title
    The Scientific World Journal
    Volume
    2013
    DOI
    https://doi.org/10.1155/2013/869285
    Copyright Statement
    © 2013 Chunlin Chen et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
    Subject
    Science & Technology
    Multidisciplinary Sciences
    Science & Technology - Other Topics
    H-INFINITY CONTROL
    SLIDING MODE CONTROL
    Publication URI
    http://hdl.handle.net/10072/402410
    Collection
    • Journal articles

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