Fault-tolerant Coherent H-infinity Control for Linear Quantum Systems
        - URL: http://arxiv.org/abs/2003.09609v1
 - Date: Sat, 21 Mar 2020 09:20:15 GMT
 - Title: Fault-tolerant Coherent H-infinity Control for Linear Quantum Systems
 - Authors: Yanan Liu, Daoyi Dong, Ian R. Petersen, Qing Gao, Steven X. Ding,
  Shota Yokoyama and Hidehiro Yonezawa
 - Abstract summary: This paper is to design a coherent feedback controller for a class of linear quantum systems suffering from Markovian jumping faults.
For real applications of the developed fault-tolerant control strategy, we present a linear quantum system example from quantum optics.
 - Score: 12.099257242356618
 - License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
 - Abstract:   Robustness and reliability are two key requirements for developing practical
quantum control systems. The purpose of this paper is to design a coherent
feedback controller for a class of linear quantum systems suffering from
Markovian jumping faults so that the closed-loop quantum system has both fault
tolerance and H-infinity disturbance attenuation performance. This paper first
extends the physical realization conditions from the time-invariant case to the
time-varying case for linear stochastic quantum systems. By relating the fault
tolerant H-infinity control problem to the dissipation properties and the
solutions of Riccati differential equations, an H-infinity controller for the
quantum system is then designed by solving a set of linear matrix inequalities
(LMIs). In particular, an algorithm is employed to introduce additional noises
and to construct the corresponding input matrices to ensure the physical
realizability of the quantum controller. For real applications of the developed
fault-tolerant control strategy, we present a linear quantum system example
from quantum optics, where the amplitude of the pumping field randomly jumps
among different values. It is demonstrated that a quantum H-infinity controller
can be designed and implemented using some basic optical components to achieve
the desired control goal.
 
       
      
        Related papers
        - Robust Variational Ground-State Solvers via Dissipative Quantum Feedback   Models [3.7346004746366384]
We propose a variational framework for solving ground-state problems of open quantum systems governed by quantum differential equations.<n>By parameterizing a dissipative quantum optical system, we minimize its steady-state energy to approximate the ground state of a target Hamiltonian.<n>This framework is compatible with experimental platforms such as cavity quantum electrodynamics (QED) and photonic crystal circuits.
arXiv  Detail & Related papers  (2025-07-26T15:28:35Z) - Robust Control of High-dimensional Quantum Systems against Coherent and   Incoherent Errors [0.0]
Control of quantum systems needs to be robust against both coherent errors induced by parametric uncertainties and incoherent errors induced by environmental decoherence.<n>This poses significant challenges for high-dimensional systems due to the computational intensity involved in the control design process.<n>We propose a systematic framework to improve the design efficiency.
arXiv  Detail & Related papers  (2025-06-23T12:50:56Z) - Dynamic Estimation Loss Control in Variational Quantum Sensing via   Online Conformal Inference [39.72602887300498]
Current variational quantum sensing methods lack rigorous performance guarantees.<n>This paper proposes an online control framework for VQS that dynamically updates the variational parameters while providing deterministic error bars on the estimates.<n> Experiments on a quantum magnetometry task confirm that the proposed dynamic VQS approach maintains the required reliability over time, while still yielding precise estimates.
arXiv  Detail & Related papers  (2025-05-29T12:19:07Z) - Error-mitigated Geometric Quantum Control over an Oscillator [2.7382619198694886]
Quantum information is fragile to environmentally and operationally induced imperfections.
We propose a robust scheme based on quantum optimal control via functional theory.
Our scheme provides a promising alternative for fault-tolerant quantum computation.
arXiv  Detail & Related papers  (2025-01-24T09:13:24Z) - Variational Quantum Subspace Construction via Symmetry-Preserving Cost   Functions [39.58317527488534]
We propose a variational strategy based on symmetry-preserving cost functions to iteratively construct a reduced subspace for extraction of low-lying energy states.<n>As a proof of concept, we test the proposed algorithms on H4 chain and ring, targeting both the ground-state energy and the charge gap.
arXiv  Detail & Related papers  (2024-11-25T20:33:47Z) - Stochastic optimal control of open quantum systems [0.0]
We address the generic problem of optimal quantum state preparation for open quantum systems.
We propose a corresponding algorithm, which we call Quantum Diffusion Control (QDC)
arXiv  Detail & Related papers  (2024-10-24T10:47:42Z) - Bias-field digitized counterdiabatic quantum optimization [39.58317527488534]
We call this protocol bias-field digitizeddiabatic quantum optimization (BF-DCQO)
Our purely quantum approach eliminates the dependency on classical variational quantum algorithms.
It achieves scaling improvements in ground state success probabilities, increasing by up to two orders of magnitude.
arXiv  Detail & Related papers  (2024-05-22T18:11:42Z) - Characterizing randomness in parameterized quantum circuits through   expressibility and average entanglement [39.58317527488534]
Quantum Circuits (PQCs) are still not fully understood outside the scope of their principal application.
We analyse the generation of random states in PQCs under restrictions on the qubits connectivities.
We place a connection between how steep is the increase on the uniformity of the distribution of the generated states and the generation of entanglement.
arXiv  Detail & Related papers  (2024-05-03T17:32:55Z) - Quantum control by the environment: Turing uncomputability, Optimization   over Stiefel manifolds, Reachable sets, and Incoherent GRAPE [56.47577824219207]
In many practical situations, the controlled quantum systems are open, interacting with the environment.
In this note, we briefly review some results on control of open quantum systems using environment as a resource.
arXiv  Detail & Related papers  (2024-03-20T10:09:13Z) - Differentiable master equation solver for quantum device   characterisation [0.0]
Differentiable models of physical systems provide a powerful platform for gradient-based algorithms.
Quantum systems present a particular challenge for such characterisation and control.
We present a versatile differentiable quantum master equation solver, and incorporate this solver into a framework for device characterisation.
arXiv  Detail & Related papers  (2024-03-07T17:23:56Z) - QuantumSEA: In-Time Sparse Exploration for Noise Adaptive Quantum
  Circuits [82.50620782471485]
QuantumSEA is an in-time sparse exploration for noise-adaptive quantum circuits.
It aims to achieve two key objectives: (1) implicit circuits capacity during training and (2) noise robustness.
Our method establishes state-of-the-art results with only half the number of quantum gates and 2x time saving of circuit executions.
arXiv  Detail & Related papers  (2024-01-10T22:33:00Z) - Quadratic-exponential coherent feedback control of linear quantum
  stochastic systems [2.0508733018954843]
This paper considers a risk-sensitive optimal control problem for a field-mediated interconnection of a quantum plant with a coherent quantum controller.
The control objective is to internally stabilize the closed-loop system Wiener and minimize the infinite-horizon growth rate of a quadratic-exponential functional.
arXiv  Detail & Related papers  (2023-08-07T21:31:05Z) - Coherent quantum LQG controllers with Luenberger dynamics [2.0508733018954843]
This paper is concerned with the coherent quantum linear-quadratic-Gaussian control problem of minimising an infinite-horizon mean square cost for a measurement-free field-mediated interconnection of a quantum plant and a stabilising quantum controller.
arXiv  Detail & Related papers  (2022-11-14T03:48:11Z) - On optimization of coherent and incoherent controls for two-level
  quantum systems [77.34726150561087]
This article considers some control problems for closed and open two-level quantum systems.
The closed system's dynamics is governed by the Schr"odinger equation with coherent control.
The open system's dynamics is governed by the Gorini-Kossakowski-Sudarshan-Lindblad master equation.
arXiv  Detail & Related papers  (2022-05-05T09:08:03Z) - Analytical and experimental study of center line miscalibrations in M\o
  lmer-S\o rensen gates [51.93099889384597]
We study a systematic perturbative expansion in miscalibrated parameters of the Molmer-Sorensen entangling gate.
We compute the gate evolution operator which allows us to obtain relevant key properties.
We verify the predictions from our model by benchmarking them against measurements in a trapped-ion quantum processor.
arXiv  Detail & Related papers  (2021-12-10T10:56:16Z) - Robust Nonadiabatic Holonomic Quantum Gates on Decoherence-Protected
  Qubits [4.18804572788063]
We propose a scheme for quantum manipulation by combining the geometric phase approach with the dynamical correction technique.
Our scheme is implemented on the superconducting circuits, which also simplifies previous implementations.
arXiv  Detail & Related papers  (2021-10-06T14:39:52Z) - Numerical estimation of reachable and controllability sets for a
  two-level open quantum system driven by coherent and incoherent controls [77.34726150561087]
The article considers a two-level open quantum system governed by the Gorini--Kossakowski--Lindblad--Sudarshan master equation.
The system is analyzed using Bloch parametrization of the system's density matrix.
arXiv  Detail & Related papers  (2021-06-18T14:23:29Z) - Fusion-based quantum computation [43.642915252379815]
Fusion-based quantum computing (FBQC) is a model of universal quantum computation in which entangling measurements, called fusions, are performed on qubits of small constant-sized entangled resource states.
We introduce a stabilizer formalism for analyzing fault tolerance and computation in these schemes.
This framework naturally captures the error structure that arises in certain physical systems for quantum computing, such as photonics.
arXiv  Detail & Related papers  (2021-01-22T20:00:22Z) - Experimental Realization of Nonadiabatic Holonomic Single-Qubit Quantum
  Gates\\ with Optimal Control in a Trapped Ion [38.217839102257365]
We experimentally demonstrate nonadiabatic holonomic single qubit quantum gates with optimal control in a trapped Yb ion.
Compared with corresponding previous geometric gates and conventional dynamic gates, the superiority of our scheme is that it is more robust against control amplitude errors.
arXiv  Detail & Related papers  (2020-06-08T14:06:06Z) - A homotopy approach to coherent quantum LQG control synthesis using
  discounted performance criteria [2.0508733018954843]
This paper is concerned with linear-quadratic-Gaussian (LQG) control for a field-mediated feedback connection of a plant and a coherent (measurement-free) controller.
The control objective is to make the closed-loop system internally stable and to minimize the infinite-horizon cost involving the plant variables.
arXiv  Detail & Related papers  (2020-02-06T18:52:11Z) 
        This list is automatically generated from the titles and abstracts of the papers in this site.
       
     
           This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.