Characterizing Quantum Gates via Randomized Benchmarking
arXiv:1109.6887 · doi:10.1103/PhysRevA.85.042311
Abstract
We describe and expand upon the scalable randomized benchmarking protocol proposed in Phys. Rev. Lett. 106, 180504 (2011) which provides a method for benchmarking quantum gates and estimating the gate-dependence of the noise. The protocol allows the noise to have weak time and gate-dependence, and we provide a sufficient condition for the applicability of the protocol in terms of the average variation of the noise. We discuss how state preparation and measurement errors are taken into account and provide a complete proof of the scalability of the protocol. We establish a connection in special cases between the error rate provided by this protocol and the error strength measured using the diamond norm distance.
19 pages, no figures, published version
References in corpus (11)
- Quantum algorithm for solving linear systems of equations
- 14-qubit entanglement: creation and coherence
- Randomized Benchmarking of Quantum Gates
- Robust randomized benchmarking of quantum processes
- Direct Fidelity Estimation from Few Pauli Measurements
- Practical characterization of quantum devices without tomography
- Symmetrised Characterisation of Noisy Quantum Processes
- Randomized benchmarking and process tomography for gate errors in a solid-state qubit
- Single-qubit-gate error below 10^-4 in a trapped ion
- Randomized benchmarking of single and multi-qubit control in liquid-state NMR quantum information processing
- Randomized benchmarking of atomic qubits in an optical lattice
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