Gaussian hypothesis testing and quantum illumination
arXiv:1608.06991 · doi:10.1103/PhysRevLett.119.120501
Abstract
Quantum hypothesis testing is one of the most basic tasks in quantum information theory and has fundamental links with quantum communication and estimation theory. In this paper, we establish a formula that characterizes the decay rate of the minimal Type-II error probability in a quantum hypothesis test of two Gaussian states given a fixed constraint on the Type-I error probability. This formula is a direct function of the mean vectors and covariance matrices of the quantum Gaussian states in question. We give an application to quantum illumination, which is the task of determining whether there is a low-reflectivity object embedded in a target region with a bright thermal-noise bath. For the asymmetric-error setting, we find that a quantum illumination transmitter can achieve an error probability exponent stronger than a coherent-state transmitter of the same mean photon number, and furthermore, that it requires far fewer trials to do so. This occurs when the background thermal noise is either low or bright, which means that a quantum advantage is even easier to witness than in the symmetric-error setting because it occurs for a larger range of parameters. Going forward from here, we expect our formula to have applications in settings well beyond those considered in this paper, especially to quantum communication tasks involving quantum Gaussian channels.
v2: 13 pages, 1 figure, final version published in Physical Review Letters
References in corpus (11)
- Quantum Illumination with Gaussian States
- The Quantum Chernoff Bound
- Microwave Quantum Illumination
- Quantum Illumination at the Microwave Wavelengths
- Experimental realisation of quantum illumination
- Entanglement-Enhanced Sensing in a Lossy and Noisy Environment
- Error Exponent in Asymmetric Quantum Hypothesis Testing and Its Application to Classical-Quantum Channel coding
- The quantum Chernoff bound as a measure of distinguishability between density matrices: application to qubit and Gaussian states
- The Converse Part of The Theorem for Quantum Hoeffding Bound
- Upper bounds on secret key agreement over lossy thermal bosonic channels
- The entropy gain of infinite-dimensional quantum channels
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