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Updated: Dec 27, 2025

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Published on: May 30, 2014
Beyond the Swap Test: Optimal Estimation of Quantum State Overlap
M Fanizza1, M Rosati2, M Skotiniotis2
1NEST, Scuola Normale Superiore and Istituto Nanoscienze-CNR, I-56126 Pisa, Italy.
This study introduces a more precise method for estimating quantum state overlap using collective measurements, outperforming the traditional swap test, especially for small overlaps in high-dimensional systems.
Area of Science:
- Quantum Information Science
- Quantum Metrology
- Quantum State Estimation
Background:
- Estimating the overlap between unknown quantum states is crucial for quantum information processing.
- The conventional method uses N swap tests, a joint measurement on one copy of each state.
Purpose of the Study:
- To develop a more precise estimation strategy for quantum state overlap.
- To compare the efficiency of new methods against the standard swap test.
Main Methods:
- Derivation of optimal measurement statistics for collective measurements on multiple copies of quantum states.
- Computation of optimal mean squared error in asymptotic pointwise and finite Bayesian settings.
- Analysis of state estimation strategies and their performance relative to the swap test.
Main Results:
- Collective measurements yield more precise overlap estimates than individual swap tests.
- New strategies outperform the swap test, particularly for small overlap values.
- Optimal measurements are less invasive than the swap test and show robustness to depolarizing noise.
Conclusions:
- General collective measurements offer a superior approach to quantum state overlap estimation.
- The findings have implications for improving quantum information processing tasks and understanding measurement invasiveness.
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