Coherent strong observers for a class of linear quantum stochastic systems with unknown inputs

被引:2
作者
Miao, Zibo [1 ]
He, Dong [1 ]
Kong, He [2 ,3 ,5 ]
Wu, Ai-Guo [1 ]
James, Matthew R. [4 ]
机构
[1] Harbin Inst Technol, Sch Mech Engn & Automat, Shenzhen 518055, Peoples R China
[2] Southern Univ Sci & Technol, Dept Mech & Energy Engn, Shenzhen Key Lab Biomimet Robot & Intelligent Syst, Shenzhen 518055, Peoples R China
[3] Southern Univ Sci & Technol, Guangdong Prov Key Lab Human Augmentat & Rehabil R, Shenzhen 518055, Peoples R China
[4] Australian Natl Univ, Res Sch Elect Energy & Mat Engn, Canberra, ACT 0200, Australia
[5] Southern Univ Sci & Technol, Dept Mech & Energy Engn, Shenzhen 518055, Peoples R China
基金
中国国家自然科学基金;
关键词
Coherent strong observers; Unknown inputs; Linear quantum stochastic systems; MINIMUM-VARIANCE INPUT; STATE ESTIMATION; DESIGN;
D O I
10.1016/j.automatica.2022.110625
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we extend our previous research on design of coherent observers for open quantum systems (as quantum plants) to the case where there exist unknown inputs in the quantum plants. The unknown inputs represent unmodeled dynamics or disturbances which are prevalent in reality in quantum systems. Since no prior knowledge for the unknown inputs is assumed, the quantum version of Luenberger observers or Kalman filters are not adequate in such a scenario. We thus employ linear quantum stochastic systems and an inner model to tackle this problem. In addition, in order to preserve the coherence in the information flow due to quantum mechanics, any measurement of the quantum system is ruled out, which brings in new challenges compared to the classical counterpart. To be more specific, we develop coherent strong observers for open quantum harmonic oscillators with unknown inputs involved, showing a detailed procedure regarding synthesis of coherent strong observers for such systems that accomplish the task of simultaneously estimating system variables together with the unknown inputs, which is also illustrated by a simulation example. The results in this paper enrich our exploration on observer design for quantum systems under various circumstances, and thus pave the way towards more systematic and comprehensive analysis concerning coherent estimation.(c) 2022 Elsevier Ltd. All rights reserved.
引用
收藏
页数:9
相关论文
共 32 条
[1]   On the generalization of linear least mean squares estimation to quantum systems with non-commutative outputs [J].
Amini, Nina H. ;
Miao, Zibo ;
Pan, Yu ;
James, Matthew R. ;
Mabuchi, Hideo .
EPJ QUANTUM TECHNOLOGY, 2015, 2
[2]  
[Anonymous], 2000, Quantum Noise: A Handbook of Markovian and Non-Markovian Quantum Stochastic Methods with Applications to Quantum Optics
[3]   An introduction to quantum filtering [J].
Bouten, Luc ;
Van Handel, Ramon ;
James, Matthew R. .
SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2007, 46 (06) :2199-2241
[4]   FULL-ORDER OBSERVERS FOR LINEAR-SYSTEMS WITH UNKNOWN INPUTS [J].
DAROUACH, M ;
ZASADZINSKI, M ;
XU, SJ .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1994, 39 (03) :606-609
[5]   Complements to full order observer design for linear systems with unknown inputs [J].
Darouach, M. .
APPLIED MATHEMATICS LETTERS, 2009, 22 (07) :1107-1111
[6]   PHYSICAL REALIZABILITY AND PRESERVATION OF COMMUTATION AND ANTICOMMUTATION RELATIONS FOR n-LEVEL QUANTUM SYSTEMS [J].
Espinosa, Luis A. Duffaut ;
Miao, Z. ;
Petersen, I. R. ;
Ugrinovskii, V. ;
James, M. R. .
SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2016, 54 (02) :632-661
[7]  
Vladimirov IG, 2020, Arxiv, DOI arXiv:2012.08212
[8]   Unbiased minimum-variance input and state estimation for linear discrete-time systems with direct feedthrough [J].
Gillijns, Steven ;
De Moor, Bart .
AUTOMATICA, 2007, 43 (05) :934-937
[9]   Unbiased minimum-variance input and state estimation for linear discrete-time systems [J].
Gillijns, Steven ;
De Moor, Bart .
AUTOMATICA, 2007, 43 (01) :111-116
[10]   The Series Product and Its Application to Quantum Feedforward and Feedback Networks [J].
Gough, John ;
James, Matthew R. .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2009, 54 (11) :2530-2544