Achieving the Heisenberg limit using fault-tolerant quantum error correction
- URL: http://arxiv.org/abs/2601.05457v2
- Date: Wed, 14 Jan 2026 08:50:24 GMT
- Title: Achieving the Heisenberg limit using fault-tolerant quantum error correction
- Authors: Himanshu Sahu, Qian Xu, Sisi Zhou,
- Abstract summary: Heisenberg limit (HL) represents ultimate limit allowed by quantum mechanics.<n>Heisenberg limit is generally unattainable in the presence of noise.<n>Quantum error correction (QEC) can recover the HL in various scenarios.
- Score: 2.4120046623887776
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: Quantum effect enables enhanced estimation precision in metrology, with the Heisenberg limit (HL) representing the ultimate limit allowed by quantum mechanics. Although the HL is generally unattainable in the presence of noise, quantum error correction (QEC) can recover the HL in various scenarios. A notable example is estimating a Pauli-$Z$ signal under bit-flip noise using the repetition code, which is both optimal for metrology and robust against noise. However, previous protocols often assume noise affects only the signal accumulation step, while the QEC operations -- including state preparation and measurement -- are noiseless. To overcome this limitation, we study fault-tolerant quantum metrology where all qubit operations are subject to noise. We focus on estimating a Pauli-$Z$ signal under bit-flip noise, together with state preparation and measurement errors in all QEC operations. We propose a fault-tolerant metrological protocol where a repetition code is prepared via repeated syndrome measurements, followed by a fault-tolerant logical measurement. We demonstrate the existence of an error threshold, below which errors are effectively suppressed and the HL is attained.
Related papers
- Noise-Resilient Heisenberg-limited Quantum Sensing via Indefinite-Causal-Order Error Correction [9.748790520975914]
We introduce an ICO-based quantum error correction protocol for noise-resilient quantum information processing.<n>By coherently placing auxiliary controls and noisy evolution in an indefinite causal order, the resulting noncommutative interference enables an auxiliary system to herald and correct errors in real time.<n>Our results reveal ICO as a powerful resource for metrological QEC and provide a broadly applicable framework for noise-resilient quantum information processing.
arXiv Detail & Related papers (2026-01-04T07:02:38Z) - Quantum Error Corrected Non-Markovian Metrology [0.0]
Heisenberg limit (HL) is the fundamental precision bound set by quantum mechanics.<n>HL is often hindered by noise-induced decoherence, which typically reduces achievable precision to the standard quantum limit.<n>We analyze a hidden Markov model in which a quantum probe coupled to an inaccessible environment undergoes joint evolution.
arXiv Detail & Related papers (2025-03-10T18:01:34Z) - Bayesian Quantum Amplitude Estimation [46.03321798937855]
We present BAE, a problem-tailored and noise-aware Bayesian algorithm for quantum amplitude estimation.<n>In a fault tolerant scenario, BAE is capable of saturating the Heisenberg limit; if device noise is present, BAE can dynamically characterize it and self-adapt.<n>We propose a benchmark for amplitude estimation algorithms and use it to test BAE against other approaches.
arXiv Detail & Related papers (2024-12-05T18:09:41Z) - Minimizing readout-induced noise for early fault-tolerant quantum computers [0.0]
We present a different method for syndrome extraction, namely Generalized Syndrome Measurement.
We can detect the error in the logical state with minimized readout-induced noise.
We numerically analyze the performance of our protocol using Iceberg code and Steane code.
arXiv Detail & Related papers (2023-04-23T04:16:26Z) - Achieving metrological limits using ancilla-free quantum error-correcting codes [1.9265037496741413]
Existing quantum error-correcting codes generally exploit entanglement between one probe and one noiseless ancilla of the same dimension.
Here we construct two types of multi-probe quantum error-correcting codes, where the first one utilizes a negligible amount of ancillas and the second one is ancilla-free.
arXiv Detail & Related papers (2023-03-02T00:51:02Z) - Error Mitigation-Aided Optimization of Parameterized Quantum Circuits:
Convergence Analysis [42.275148861039895]
Variational quantum algorithms (VQAs) offer the most promising path to obtaining quantum advantages via noisy processors.
gate noise due to imperfections and decoherence affects the gradient estimates by introducing a bias.
Quantum error mitigation (QEM) techniques can reduce the estimation bias without requiring any increase in the number of qubits.
QEM can reduce the number of required iterations, but only as long as the quantum noise level is sufficiently small.
arXiv Detail & Related papers (2022-09-23T10:48:04Z) - Probing finite-temperature observables in quantum simulators of spin
systems with short-time dynamics [62.997667081978825]
We show how finite-temperature observables can be obtained with an algorithm motivated from the Jarzynski equality.
We show that a finite temperature phase transition in the long-range transverse field Ising model can be characterized in trapped ion quantum simulators.
arXiv Detail & Related papers (2022-06-03T18:00:02Z) - Measuring NISQ Gate-Based Qubit Stability Using a 1+1 Field Theory and
Cycle Benchmarking [50.8020641352841]
We study coherent errors on a quantum hardware platform using a transverse field Ising model Hamiltonian as a sample user application.
We identify inter-day and intra-day qubit calibration drift and the impacts of quantum circuit placement on groups of qubits in different physical locations on the processor.
This paper also discusses how these measurements can provide a better understanding of these types of errors and how they may improve efforts to validate the accuracy of quantum computations.
arXiv Detail & Related papers (2022-01-08T23:12:55Z) - Quantum error mitigation via matrix product operators [27.426057220671336]
Quantum error mitigation (QEM) can suppress errors in measurement results via repeated experiments and post decomposition of data.
MPO representation increases the accuracy of modeling noise without consuming more experimental resources.
Our method is hopeful of being applied to circuits in higher dimensions with more qubits and deeper depth.
arXiv Detail & Related papers (2022-01-03T16:57:43Z) - Realizing Repeated Quantum Error Correction in a Distance-Three Surface
Code [42.394110572265376]
We demonstrate quantum error correction using the surface code, which is known for its exceptionally high tolerance to errors.
In an error correction cycle taking only $1.1,mu$s, we demonstrate the preservation of four cardinal states of the logical qubit.
arXiv Detail & Related papers (2021-12-07T13:58:44Z) - Pauli channels can be estimated from syndrome measurements in quantum
error correction [0.7264378254137809]
We show that a stabilizer code can be used to estimate Pauli channels with correlations across a number of qubits given by the pure distance.
It also allows for measurement errors within the framework of quantum data-syndrome codes.
It is our hope that this work opens up interesting applications, such as the online adaptation of a decoder to time-varying noise.
arXiv Detail & Related papers (2021-07-29T18:01:10Z) - Fault-tolerant parity readout on a shuttling-based trapped-ion quantum
computer [64.47265213752996]
We experimentally demonstrate a fault-tolerant weight-4 parity check measurement scheme.
We achieve a flag-conditioned parity measurement single-shot fidelity of 93.2(2)%.
The scheme is an essential building block in a broad class of stabilizer quantum error correction protocols.
arXiv Detail & Related papers (2021-07-13T20:08:04Z) - Crosstalk Suppression for Fault-tolerant Quantum Error Correction with
Trapped Ions [62.997667081978825]
We present a study of crosstalk errors in a quantum-computing architecture based on a single string of ions confined by a radio-frequency trap, and manipulated by individually-addressed laser beams.
This type of errors affects spectator qubits that, ideally, should remain unaltered during the application of single- and two-qubit quantum gates addressed at a different set of active qubits.
We microscopically model crosstalk errors from first principles and present a detailed study showing the importance of using a coherent vs incoherent error modelling and, moreover, discuss strategies to actively suppress this crosstalk at the gate level.
arXiv Detail & Related papers (2020-12-21T14:20:40Z) - Fault-tolerant Coding for Quantum Communication [71.206200318454]
encode and decode circuits to reliably send messages over many uses of a noisy channel.
For every quantum channel $T$ and every $eps>0$ there exists a threshold $p(epsilon,T)$ for the gate error probability below which rates larger than $C-epsilon$ are fault-tolerantly achievable.
Our results are relevant in communication over large distances, and also on-chip, where distant parts of a quantum computer might need to communicate under higher levels of noise.
arXiv Detail & Related papers (2020-09-15T15:10:50Z) - Deterministic correction of qubit loss [48.43720700248091]
Loss of qubits poses one of the fundamental obstacles towards large-scale and fault-tolerant quantum information processors.
We experimentally demonstrate the implementation of a full cycle of qubit loss detection and correction on a minimal instance of a topological surface code.
arXiv Detail & Related papers (2020-02-21T19:48:53Z)
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.