Quantum Semantic Communication Beyond the Shannon-Wyner Channel Capacity

TL;DR

This paper introduces a quantum semantic communication scheme applied to 3D point clouds, achieving a 46.30-fold efficiency gain and surpassing classical capacity limits, advancing secure quantum data transmission.

Contribution

It presents the first experimental validation of quantum semantic communication surpassing classical channel capacity limits.

Findings

Achieved 46.30-fold efficiency gain over direct transmission.

Surpassed Wyner and Shannon capacity limits.

Enabled scalable quantum secure communication for complex data.

Abstract

Quantum Secure Direct Communication (QSDC), a paradigm-shifting breakthrough in quantum communication, exploits quantum states for unmediated information transmission. Rooted in the inviolable fundamental laws of quantum mechanics, QSDC enables ultrasensitive detection of even the faintest eavesdropping attempts, guaranteeing true communication security solely when no interference exists. If eavesdropping or intrusion is detected mid-transmission, the system instantly alerts users and severs data flow, shielding them from unauthorized tracking and mitigating hacker threats. Over two decades, QSDC has seen extraordinary advancements, currently attaining kilobit-per-second transmission over 100 km of commercial optical fiber. However, its practical scalability remains constrained by insufficient transmission rates, a critical bottleneck. Semantic communication, which drastically boosts transmission efficiency by extracting core information features, nevertheless stays vulnerable to malicious intrusions. Integrating these paradigms promises to simultaneously enhance equivalent data rate and security. Herein, we propose and experimentally validate a quantum semantic communication scheme, applying it to 3D point clouds. It achieves a 46.30-fold efficiency gain over direct transmission, surpassing both Wyner and Shannon capacity limits. This breakthrough not only clears the path for large-scale QSDC deployment but also marks a pivotal milestone in quantum information science.