aiqbench analysis
This research establishes tighter converse bounds for finite-blocklength classical-quantum channel coding by leveraging spectral properties of quantum states. The derived spectrum-based approach outperforms existing bounds in low-noise regimes and is validated against specific channels like the depolarizing and amplitude damping models. These theoretical advances directly enhance the efficiency and reliability of error correction strategies essential for practical quantum communication networks.
A Spectrum-Based Converse for Quantum State Discrimination and Its Applications to Classical-Quantum Channel Coding
arXiv:2610.06840v1 Announce Type: new Abstract: We investigate converse bounds on the average decoding error probability in finite-blocklength classical-quantum channel coding. We first present a lower bound for multiple quantum hypothesis testing in terms of pairwise trace distances and derive a corresponding fidelity bound. We then obtain a spectrum-based converse that depends only on the a priori probabilities and spectra of the states. We show that the converse bound remains tight for the quantum depolarizing channel under suitable conditions. For codes with product-state outputs, this converse takes an explicit form involving products of output-state eigenvalues. We apply it to binary codes over the quantum amplitude damping channel using the input states $\vert+\rangle$ and $\vert-\rangle$. For this setting, we also discuss a normal approximation to the spectrum-based converse in the large blocklength regime. In all numerical examples considered, the spectrum-based converse is tighter than the other converse bounds at low noise levels.
Abstract:We investigate converse bounds on the average decoding error probability in finite-blocklength classical-quantum channel coding. We first present a lower bound for multiple quantum hypothesis testing in terms of pairwise trace distances and derive a corresponding fidelity bound. We then obtain a spectrum-based converse that depends only on the a priori probabilities and spectra of the states. We show that the converse bound remains tight for the quantum depolarizing channel under suitable conditions. For codes with product-state outputs, this converse takes an explicit form involving products of output-state eigenvalues. We apply it to binary codes over the quantum amplitude damping channel using the input states $\vert+\rangle$ and $\vert-\rangle$. For this setting, we also discuss a normal approximation to the spectrum-based converse in the large blocklength regime. In all numerical examples considered, the spectrum-based converse is tighter than the other converse bounds at low noise levels.
Quantum Physics (quant-ph); Information Theory (cs.IT)
arXiv:2610.06840 [quant-ph]
(or arXiv:2610.06840v1 [quant-ph] for this version)
https://doi.org/10.48550/arXiv.2610.06840 Focus to learn more arXiv-issued DOI via DataCite (pending registration)
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