Related Experiment Video
Updated: Jan 11, 2026

Generation and Coherent Control of Pulsed Quantum Frequency Combs
Published on: June 8, 2018
High-entropy and parallel quantum random number generation on the strength of chaos amplification
Abstract:
Continuous variable quantum random number generator (CV-QRNG) has become one of the most actively developing QRNG schemes due to its excellent application prospects. Whether it is device-trusted or device-independent, the improvement of the quantum entropy relative to side information is a key bottleneck to be broken through in the CV-QRNG scheme, particularly against metrological-grade entropy evaluation. In this work, initial value hypersensitivity chaotic amplification of quantum shot noise is proposed to enhance quantum noise entropy content in CV-QRNG. A noise-added Lang-Kobayashi model is established to simulate, and multiple indexes to quantitatively evaluate, the divergence, convergence, and entropy increase in the dynamic process from quantum shot noise to a chaos-steady state in a chaotic laser. Based on homodyne detection of quadrature fluctuations of four independent quantum sideband modes of a chaotic laser, an extract ratio of 89% and a real-time yield of QRN of 21.28 Gbps are attained on the strength of chaos amplification of vacuum noise. The quantum classical noise ratio (QCNR) and the flatness of the entropy source are significantly enhanced and the relief of the RF amplifier and logic resource in post-processing supports high robustness, integrability, and scalability. The amplification effect of chaos on quantum fluctuations is similar to a passive and uncontrollable Gaussian modulation, which may play a role in CV quantum communication.
Related Concept Videos
Propagation of Uncertainty from Random Error
Entropy
Entropy
When an ideal gas expands isothermally, the disorder in the gas increases. From the molecular perspective, the gas molecules have more volume to move around in.
Consider an infinitesimal step in the expansion, which...
Entropy Change in Reversible Processes
The statement can be further generalized to prove that entropy is a state function. Take a cyclic process between any two points on a p-V diagram.
Random Variables
Uppercase letters such as X or Y denote a random variable. Lowercase letters like x or y denote the value of a random variable. If X is a random variable, then X is written in words, and x is given as a number.
For example, let X = the...
Randomized Experiments
Simple randomization
Simple...

