aiqbench analysis
This research demonstrates a fundamental trade-off in classical-quantum channel coding where universal schemes sacrifice optimal reliability compared to channel-aware approaches due to ignorance of unitary rotations. The study characterizes this loss using Petz and sandwiched Rényi divergences, proving that noncommuting quantum outputs inherently prevent universal codes from achieving the same error exponents as their classical counterparts. These findings clarify the theoretical limits of robust communication protocols when complete channel knowledge is unavailable in quantum networks.
Universality Sacrifices Reliability in Classical-Quantum Channel Coding
arXiv:2610.01941v1 Announce Type: new Abstract: Universal channel coding enables communication without a complete description of the channel. For classical channels, universal codes can attain both capacity and the optimal high-rate reliability. We show that this compatibility fails for classical-quantum channels in general; that is, the optimal reliability in the channel-aware scenario is not always achievable with universal coding due to the ignorance of the unitary rotation of the output system. We exhibit a family of classical-quantum channels for which one cannot achieve the channel-aware optimal reliability by a fixed coding scheme. We further derive a converse bound on the reliability for unitary-invariant decoders, a natural assumption for the universal coding scheme, that can be strictly smaller than the optimal channel-aware error exponent. Conversely, we construct a channel-independent encoder-decoder pair and establish a universally achievable bound on the reliability that matches this converse bound in the high-rate regime, thereby characterizing the optimal universal reliability. Specifically, the channel-aware and universal exponents are governed by the Petz and sandwiched R\'enyi divergences, respectively. These divergences coincide for commuting outputs but differ for noncommuting ones, explaining why universality preserves optimal reliability classically but can reduce it quantumly. Our results showcase the fundamental reliability cost of performing the classical-quantum channel coding task universally.
Abstract:Universal channel coding enables communication without a complete description of the channel. For classical channels, universal codes can attain both capacity and the optimal high-rate reliability. We show that this compatibility fails for classical-quantum channels in general; that is, the optimal reliability in the channel-aware scenario is not always achievable with universal coding due to the ignorance of the unitary rotation of the output system. We exhibit a family of classical-quantum channels for which one cannot achieve the channel-aware optimal reliability by a fixed coding scheme. We further derive a converse bound on the reliability for unitary-invariant decoders, a natural assumption for the universal coding scheme, that can be strictly smaller than the optimal channel-aware error exponent. Conversely, we construct a channel-independent encoder-decoder pair and establish a universally achievable bound on the reliability that matches this converse bound in the high-rate regime, thereby characterizing the optimal universal reliability. Specifically, the channel-aware and universal exponents are governed by the Petz and sandwiched Rényi divergences, respectively. These divergences coincide for commuting outputs but differ for noncommuting ones, explaining why universality preserves optimal reliability classically but can reduce it quantumly. Our results showcase the fundamental reliability cost of performing the classical-quantum channel coding task universally.
Quantum Physics (quant-ph); Information Theory (cs.IT)
arXiv:2610.01941 [quant-ph]
(or arXiv:2610.01941v1 [quant-ph] for this version)
https://doi.org/10.48550/arXiv.2610.01941 Focus to learn more arXiv-issued DOI via DataCite (pending registration)
arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website.
Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners that adhere to them.
Have an idea for a project that will add value for arXiv's community? Learn more about arXivLabs.
Full text under the publisher's open licence · 299 words
Related coverage

Researchers Find Limits to Reliable Quantum Communication
Quantum Zeitgeist · Oct 4, 2026

Richard Hamming, The Man Who Made Computers Reliable
Quantum Zeitgeist · Aug 17, 2026

News
Quantum Computing Report · Jun 7, 2026

Neutral-Atom Researchers Lay Out Industry-Wide Roadmap Toward Practical Quantum Computing
The Quantum Insider · Jul 27, 2026