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Related Experiment Video

Updated: Oct 18, 2025

Real-Time Proxy-Control of Re-Parameterized Peripheral Signals using a Close-Loop Interface
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Private Weakly-Random Sequences from Human Heart Rate for Quantum Amplification.

Maciej Stankiewicz1,2, Karol Horodecki2,3, Omer Sakarya3

  • 1Institute of Mathematics, Faculty of Mathematics, Physics and Informatics, University of Gdańsk, Wita Stwosza 57, 80-308 Gdańsk, Poland.

Entropy (Basel, Switzerland)
|September 28, 2021
PubMed
Summary
This summary is machine-generated.

Human heartbeats can serve as a private source of randomness for quantum devices. This natural biological process can be amplified into fully private random sequences, offering new medical insights.

Keywords:
heart ratequantum randomness amplificationweak randomness test

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Area of Science:

  • Quantum Information Science
  • Biomedical Engineering
  • Applied Physics

Background:

  • Quantum key distribution and randomness generation rely on secure, unpredictable sources.
  • Existing semi-random sources require amplification for full privacy.
  • Biological signals offer potential for novel randomness generation.

Purpose of the Study:

  • To assess the potential of human heart rate as a semi-random source for quantum amplification.
  • To explore the privacy and randomness qualities of heart rate variability.
  • To investigate the link between heart rate randomness and potential medical characteristics.

Main Methods:

  • Analysis of time intervals between heartbeats from Holter electrocardiogram (ECG) recordings.
  • Transformation of heart rate time series into binary sequences.
  • Application of statistical randomness tests and quality parameter estimation.
  • Utilizing the ε-Santha-Vazirani source model for randomness amplification analysis.

Main Results:

  • Human heart rate demonstrates sufficient randomness to be considered a viable source.
  • Heart rate variability is inherently private, suitable for quantum protocols.
  • The ε parameter derived from heart rate analysis may offer new medical insights.
  • Heart rate can be amplified into fully private random sequences using quantum protocols.

Conclusions:

  • The human heart is a naturally private and sufficiently random source for quantum applications.
  • Heart rate variability can be leveraged in quantum device-independent randomness amplification.
  • The ε parameter shows potential as a novel cardiovascular health indicator.