Adaptive Self-Organized Computation for Quantum Key Distribution

Jincheng Zhang

Published Sep 2, 2026• 0 citations

Abstract

Quantum Key Distribution (QKD) utilizes quantum entanglement to establish secure communication channels, offering theoretically unbreakable encryption. However, practical implementations face challenges related to error rates and computational complexity. This paper proposes an innovative approach to QKD utilizing self-organizing quantum computation (SOC) to enhance key distribution efficiency and resilience. We demonstrate a novel SOC architecture that leverages entangled qubits to achieve faster computation and improved error correction, ultimately leading to a more secure and robust QKD protocol. The core mechanism centers around dynamically adjusting computational parameters to compensate for noise and errors, fostering a system capable of maintaining key integrity even under challenging environmental conditions. This research addresses existing limitations in QKD through the integration of self-organization, which promises a significant advancement in security and performance.

DOI: 10.5281/zenodo.22246901

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