Closed-Loop and Robust Control of Quantum Systems
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 pro...
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| Format: | Article |
| Language: | English |
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Wiley
2013-01-01
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| Series: | The Scientific World Journal |
| Online Access: | http://dx.doi.org/10.1155/2013/869285 |
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| _version_ | 1850176721693704192 |
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| author | Chunlin Chen Lin-Cheng Wang Yuanlong Wang |
| author_facet | Chunlin Chen Lin-Cheng Wang Yuanlong Wang |
| author_sort | Chunlin Chen |
| collection | DOAJ |
| description | 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 H∞ 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. |
| format | Article |
| id | doaj-art-bdc77b42274e4ec7976cd91babf58814 |
| institution | OA Journals |
| issn | 1537-744X |
| language | English |
| publishDate | 2013-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | The Scientific World Journal |
| spelling | doaj-art-bdc77b42274e4ec7976cd91babf588142025-08-20T02:19:12ZengWileyThe Scientific World Journal1537-744X2013-01-01201310.1155/2013/869285869285Closed-Loop and Robust Control of Quantum SystemsChunlin Chen0Lin-Cheng Wang1Yuanlong Wang2Department of Control and System Engineering, Nanjing University, Nanjing 210093, ChinaSchool of Physics and Optoelectronic Technology, Dalian University of Technology, Dalian 116024, ChinaInstitute of Cyber-Systems and Control, State Key Laboratory of Industrial Control Technology, Zhejiang University, Hangzhou 310027, ChinaFor 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 H∞ 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.http://dx.doi.org/10.1155/2013/869285 |
| spellingShingle | Chunlin Chen Lin-Cheng Wang Yuanlong Wang Closed-Loop and Robust Control of Quantum Systems The Scientific World Journal |
| title | Closed-Loop and Robust Control of Quantum Systems |
| title_full | Closed-Loop and Robust Control of Quantum Systems |
| title_fullStr | Closed-Loop and Robust Control of Quantum Systems |
| title_full_unstemmed | Closed-Loop and Robust Control of Quantum Systems |
| title_short | Closed-Loop and Robust Control of Quantum Systems |
| title_sort | closed loop and robust control of quantum systems |
| url | http://dx.doi.org/10.1155/2013/869285 |
| work_keys_str_mv | AT chunlinchen closedloopandrobustcontrolofquantumsystems AT linchengwang closedloopandrobustcontrolofquantumsystems AT yuanlongwang closedloopandrobustcontrolofquantumsystems |