Quantum Control: A New Frontier for Control Theory

Loading...

Flash Player 9 (or above) is needed to view presentations.
We have detected that you do not have it on your computer. To install it, go here.

0 comments

Post a comment

    Post a comment
    Embed Video
    Edit your comment Cancel

    Notes on slide 1

    This afternoon I will talk about quantum control. Quantum control is relatively new area of control theory and physics brings together elements of quantum physics and control theory to study the control of objects at the atomic and smaller scales. This study has been driven two main factors. First there are recent developments in physics and mathematics which show that quantum mechanics, the set of physical laws that govern the behavior of these very small objects, can be exploited to perform tasks that cannot be done efficiently to do with current technology. Secondly, current miniaturization processes are leading to down to scales where quantum effects will become manifest. We can’t continue shrinking our circuits without ultimately crossing that border where the laws of classical physics have to be replaced by quantum mechanics. Control loops are simply everywhere, in particular control systems in one form or another has played an important role in the development of current technologies, take for instance to regulate the values of critical parameters of a system like temperature, voltage levels and so on. Quantum systems are no exception to this. To be able to develop new technologies with quantum systems, it must be possible to manipulate them to behave in the way the we need them to, this requires control. Moreover, quantum systems are subject to disturbances and uncertainty, perhaps even more so than the macroscopic system we are used to, that can impair their ability to perform a required function, while it is well known feedback control can help mitigate the effects of disturbances and uncertainties. Although theoretical results for quantum control have been around since the early 80’s, the last decade has been particularly exciting for quantum control. This is because technology has reached the stage where experimentalists can demonstrate real-time feedback control of quantum systems. This has raised the status of quantum control from theoretical curiosity to something that demonstrably works and has given further momentum for quantum control research.

    Favorites, Groups & Events

    Quantum Control: A New Frontier for Control Theory - Presentation Transcript

    1. Quantum control: A new frontier for control theory Hendra I. Nurdin Australian National University TexPoint fonts used in EMF. Read the TexPoint manual before you delete this box.: A A
    2. Outline of talk
      • Motivating developments
      • Quantum technologies
      • Overview of quantum mechanics
      • Quantum control strategies
      • Linear quantum stochastic systems
      • Concluding remarks
      • The future
    3. Motivating developments
      • R. Feynman (1982): Quantum computers for simulating quantum physics
      • D. Deutsch (1985): Theoretical model for quantum computing
      • C. Bennett, G. Brassard, C. Crépeau, R. Jozsa, A. Peres, and W. K. Wootters (1993): Quantum state teleportation
      • P. Shor (1994): Quantum algorithm for integer factorization
      • L. Grover (1996): Quantum algorithm for database search
      Quantum Information Science
    4. Quantum technologies Quantum computers (The Holy Grail) Quantum communication Quantum metrology Quantum control Quantum technologies
    5. What is quantum mechanics?
      • A physical theory to explain the behavior of objects at the atomic and very small scales
      • Objects at the atomic and sub-atomic scale behave quite differently from our everyday experience of macroscopic objects!
    6. Double slit experiment No detectors at slits Wave behavior Detectors at slits Particle behavior
    7. Model for evolution
      • If no one is looking, evolution is unitary
      • Schrodinger :
      • State :
    8. Measurement model
      • Physical quantities are Hermitian matrices.
      • Measured values are eigenvalues of X:
      • State change (“collapse”):
      Quantum measurements are invasive
    9. Quantum control strategies
      • Open loop quantum control
      • Measurement feedback quantum control
      • Coherent feedback quantum control
    10. Open loop quantum control
      • Control with pre-designed pulse signals on an ensemble of quantum systems
      Particles Ensemble of quantum systems
    11. Open loop quantum control
      • Brockett, D’Alessandro, Khaneja, Rabitz and co-workers ….
      • Gate synthesis: U G = U ( T ) for smallest time T
    12. Measurement feedback quantum control classical controller classical control actions classical information measurement Belavkin, Wiseman, Doherty, Bouten, van Handel, James and co-workers …
    13. Atomic magnetometry Mabuchi Lab (Stanford, formerly CalTech) magnetometry setup using cold atoms
      • Control using another quantum system
      Coherent feedback control quantum controller quantum control actions quantum information direct couplings Lloyd, Yanagisawa & Kimura, James, Nurdin & Petersen, Mabuchi
    14. Coherent feedback experiment Coherent control experiment, H. Mabuchi (Applied Physics, Stanford Univ.), 2008 James, Nurdin, Petersen, arXiv:quant-ph/0703150 , to appear in IEEE-TAC, 2008 Mabuchi, arXiv:0803.2007, to appear Phys. Rev. A
    15. The rest of today’s talk
      • Linear quantum stochastic systems
      • Robust control
      • Coherent LQG control
      • Realization theory
    16. Linear quantum stochastic systems
      • An (Fabry-Perot) optical cavity
    17. Linear quantum stochastic systems x = ( q 1 ,p 1 ,q 2 ,p 2 ,…, q n ,p n ) T A 1 = w 1 +iw 2 A 2 = w 3 +iw 4 A m =w 2m-1 +iw 2m Y 1 = y 1 + i y 2 Y 2 = y 3 + i y 4 Y m’ = y 2m’-1 + i y 2m’ S Quadratic Hamiltonian Linear coupling operator Scattering matrix S B 1 B 2 B m
    18. Linear stochastic dynamics
    19. Physical realizability
      • A,B,C,D cannot be arbitrary.
      • Assume S = I. Then the system is physically realizable if and only if
    20. Robustness
      • Robustness is important for quantum control systems
      • How to design robust linear quantum controllers?
    21. Dynamics
      • Plant
      • Controller
    22. H ∞ synthesis Plant Controller w z y u James, Nurdin, Petersen, arXiv:quant-ph/0703150 , to appear in IEEE-TAC, 2008
    23. Coherent LQG control
      • Attain the control objective
      • subject to physical realizability of controller
      • Difficult problem, even computationally!
      Nurdin, James, Petersen, arXiv:0711.2551, IFAC WC 2008/provisionally accepted, Automatica, 2008
    24. Realization theory
      • Given A , B,C,D or S,K,R how can we build it?
      • Non-trivial question!
      • Quantum analogue of linear electrical network synthesis theory
    25. Simple Illustration Optical cavity ?? What about systems with many degrees of freedom??
    26. Linear electrical network synthesis
      • Consider the state-space representation:
    27. Synthesis of linear quantum systems
      • “ Divide and conquer”
      Wish to realize this system ( S , L , H ) ? ? ? ? ? ? Network synthesis Quantum network Input fields Output fields Input fields Output fields
    28. Cascade decomposition Nurdin, James and Doherty, arXiv:0806.4448, 2008 G 1 G 2 G 3 G n H 12 H 23 H 13 H 2n H 3n H 1n G = ( S , L , H ) A(t) y(t)
    29. LQG design example For design example in Nurdin, James and Petersen, IFAC WC 2008
    30. Concluding remarks
      • Quantum control is still a relatively young multidisciplinary field
      • Quantum control can benefit from engineering ideas and perspectives
      • Plenty of challenging problems and work to do
    31. Themes for the future
      • Applications of linear quantum systems and networks in quantum information science (e.g., entanglement distribution, quantum repeaters …)
      • Alternative decomposition theorems of linear quantum stochastic systems
      • Realization of linear quantum systems in other physical domains
    32. That’s all folks
      • Thank you for listening

    + hendraihendrai, 11 months ago

    custom

    666 views, 0 favs, 0 embeds more stats

    Talk given at the University of Minnesota-Twin Citi more

    More info about this document

    © All Rights Reserved

    Go to text version

    • Total Views 666
      • 666 on SlideShare
      • 0 from embeds
    • Comments 0
    • Favorites 0
    • Downloads 2
    Most viewed embeds

    more

    All embeds

    less

    Flagged as inappropriate Flag as inappropriate
    Flag as inappropriate

    Select your reason for flagging this presentation as inappropriate. If needed, use the feedback form to let us know more details.

    Cancel
    File a copyright complaint
    Having problems? Go to our helpdesk?

    Categories