Direct Fidelity Estimation from Few Pauli Measurements
arXiv:1104.4695 · doi:10.1103/PhysRevLett.106.230501
Abstract
We describe a simple method for certifying that an experimental device prepares a desired quantum state rho. Our method is applicable to any pure state rho, and it provides an estimate of the fidelity between rho and the actual (arbitrary) state in the lab, up to a constant additive error. The method requires measuring only a constant number of Pauli expectation values, selected at random according to an importance-weighting rule. Our method is faster than full tomography by a factor of d, the dimension of the state space, and extends easily and naturally to quantum channels.
4+3 pages, 1 figure. See also the closely related work: arXiv:1104.3835. v3, refs added, minor changes
References in corpus (18)
- Entanglement detection
- Quantum Teleportation is a Universal Computational Primitive
- Universal Quantum Computation with ideal Clifford gates and noisy ancillas
- Scalable multi-particle entanglement of trapped ions
- Quantum fingerprinting
- 14-qubit entanglement: creation and coherence
- Quantum state tomography via compressed sensing
- Randomized Benchmarking of Quantum Gates
- Robust randomized benchmarking of quantum processes
- Efficient quantum state tomography
- Randomizing quantum states: Constructions and applications
- Symmetrised Characterisation of Noisy Quantum Processes
- Permutationally invariant quantum tomography
- Efficient measurement of quantum dynamics via compressive sensing
- Toolbox for entanglement detection and fidelity estimation
- Entanglement verification with finite data
- Learning and Testing Algorithms for the Clifford Group
- Lower bounds for the fidelity of entangled state preparation
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