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Quantum detection and estimation theory

TLDR
In this article, the optimum procedure for choosing between two hypotheses, and an approximate procedure valid at small signal-to-noise ratios and called threshold detection, are presented, and a quantum counterpart of the Cramer-Rao inequality of conventional statistics sets a lower bound to the mean-square errors of such estimates.
Abstract
A review. Quantum detection theory is a reformulation, in quantum-mechanical terms, of statistical decision theory as applied to the detection of signals in random noise. Density operators take the place of the probability density functions of conventional statistics. The optimum procedure for choosing between two hypotheses, and an approximate procedure valid at small signal-to-noise ratios and called threshold detection, are presented. Quantum estimation theory seeks best estimators of parameters of a density operator. A quantum counterpart of the Cramer-Rao inequality of conventional statistics sets a lower bound to the mean-square errors of such estimates. Applications at present are primarily to the detection and estimation of signals of optical frequencies in the presence of thermal radiation.

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Citations
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Qubit-assisted thermometry of a quantum harmonic oscillator

TL;DR: In this paper, the authors used the theory of quantum estimation in two different qubit-boson coupling models to demonstrate that the temperature of a quantum harmonic oscillator can be estimated with high precision by quantum-limited measurements on the qubit.
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Models of quantum complexity growth

TL;DR: In this article, it was shown that local random quantum circuits generate unitary transformations whose complexity grows linearly for a long time, mirroring the behavior one expects in chaotic quantum systems and verifying conjectures by Brown and Susskind.
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Quantum advantage in postselected metrology.

TL;DR: A link between postselection and the unusually high rates of information per final measurement in general quantum parameter-estimation scenarios is revealed, and the nonclassicality of a metrological advantage is established.
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Quantum state discrimination and selected applications

TL;DR: A brief introduction to the theory of generalized measurements is introduced and the power of the concept is illustrated on examples relevant to applications in quantum cryptography.
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A largely self-contained and complete security proof for quantum key distribution

TL;DR: In this article, the authors present a security analysis for quantum key distribution, establishing a rigorous tradeoff between various protocol and security parameters for a class of entanglement-based and prepare-and-measure protocols.
References
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Journal ArticleDOI

Coherent and incoherent states of the radiation field

TL;DR: In this article, the photon statistics of arbitrary fields in fully quantum-mechanical terms are discussed, and a general method of representing the density operator for the field is discussed as well as a simple formulation of a superposition law for photon fields.
Book

Detection, Estimation, And Modulation Theory

TL;DR: Detection, estimation, and modulation theory, Detection, estimation and modulation theorists, اطلاعات رسانی کشاورزی .
Book

Functional analysis

Frigyes Riesz
Journal ArticleDOI

On the problems of the most efficient tests of statistical hypotheses.

TL;DR: The problem of testing statistical hypotheses is an old one as discussed by the authors, and its origin is usually connected with the name of Thomas Bayes, who gave the well-known theorem on the probabilities a posteriori of the possible causes of a given event.