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Real-time fast physical random number generator with a photonic integrated circuit
Optics Express
|April 7, 2017
Summary
This study presents a fast physical random number generator using a photonic integrated circuit and FPGA. It achieves high-speed, statistically sound random bit generation for cryptography and simulations.
Area of Science:
- Photonics
- Information Security
- Computational Science
Background:
- Random number generators are crucial for secure information and complex simulations.
- Existing optical chaos generators often require bulky offline post-processing.
- There is a need for real-time, compact random number generation solutions.
Purpose of the Study:
- To develop and demonstrate a real-time hardware implementation of a fast physical random number generator.
- To integrate photonic integrated circuits with Field-Programmable Gate Arrays (FPGAs) for efficient random bit generation.
- To validate the statistical quality of the generated random sequences for practical applications.
Main Methods:
- Utilized a photonic integrated circuit to generate chaos.
- Integrated the photonic chip with an FPGA for real-time processing.
- Generated 1-Tbit of random bit sequences.
- Assessed randomness using NIST SP 800-22 and TestU01 (BigCrush tests).
Main Results:
- Achieved a maximum real-time generation rate of 21.1 Gb/s.
- Successfully passed all BigCrush tests in TestU01 with 410-Gbit sequences.
- Demonstrated the capability to produce high-volume, statistically robust random bit sequences.
Conclusions:
- The developed system offers a compact and efficient solution for high-speed random number generation.
- The generated sequences meet rigorous statistical standards for demanding applications.
- This technology is suitable for direct use in cryptography and large-scale numerical simulations.