• Chinese Optics Letters
  • Vol. 21, Issue 6, 061901 (2023)
Jiancheng Li1、2, Yali Li1、2, Yunxiao Dong1、2, Yuede Yang1、2, Jinlong Xiao1、2、*, and Yongzhen Huang1、2
Author Affiliations
  • 1State Key Laboratory of Integrated Optoelectronics, Institute of Semiconductors, Chinese Academy of Sciences, Beijing 100083, China
  • 2Center of Materials Science and Optoelectronics Engineering, University of Chinese Academy of Sciences, Beijing 100049, China
  • show less
    DOI: 10.3788/COL202321.061901 Cite this Article Set citation alerts
    Jiancheng Li, Yali Li, Yunxiao Dong, Yuede Yang, Jinlong Xiao, Yongzhen Huang. 400 Gb/s physical random number generation based on deformed square self-chaotic lasers[J]. Chinese Optics Letters, 2023, 21(6): 061901 Copy Citation Text show less
    Schematic of fast physical random number generation with retaining multiple least significant bits. EDFA, erbium-doped fiber amplifier; OBPF, optical band-pass filter; PD, photodetector; ADC, analog-to-digital converter; LSB, least significant bit.
    Fig. 1. Schematic of fast physical random number generation with retaining multiple least significant bits. EDFA, erbium-doped fiber amplifier; OBPF, optical band-pass filter; PD, photodetector; ADC, analog-to-digital converter; LSB, least significant bit.
    (a) The output power and applied voltage versus the injection current. Inset in (a), schematic diagram of the 2D circular-sided square microcavity. (b) The optical spectrum, (c) the RF spectra, (d) the time series, (e) the intensity distribution of the time series, and (f) the autocorrelation function of the time signal for the chaos state at 32 mA. Inset in (f), overall ACF curve within 1 µs.
    Fig. 2. (a) The output power and applied voltage versus the injection current. Inset in (a), schematic diagram of the 2D circular-sided square microcavity. (b) The optical spectrum, (c) the RF spectra, (d) the time series, (e) the intensity distribution of the time series, and (f) the autocorrelation function of the time signal for the chaos state at 32 mA. Inset in (f), overall ACF curve within 1 µs.
    Probability distribution histogram of the digitalized chaotic signal with (a) LSBs = 7, (b) LSBs = 6, (c) LSBs = 5, and (d) LSBs = 4.
    Fig. 3. Probability distribution histogram of the digitalized chaotic signal with (a) LSBs = 7, (b) LSBs = 6, (c) LSBs = 5, and (d) LSBs = 4.
    RF spectrum of the recovered time series with retaining 4-LSBs.
    Fig. 4. RF spectrum of the recovered time series with retaining 4-LSBs.
    (a) Statistical bias and (b) absolute autocorrelation function versus the sample size of the generated 400 Gb/s random bit stream. The first 100 points of the 200-Mbits autocorrelation coefficient are shown in (b).
    Fig. 5. (a) Statistical bias and (b) absolute autocorrelation function versus the sample size of the generated 400 Gb/s random bit stream. The first 100 points of the 200-Mbits autocorrelation coefficient are shown in (b).
    Statistical TestP-valueProportionResult
    Frequency0.248010.992Success
    Block frequency0.006910.994Success
    Runs0.044220.989Success
    Longest run0.614230.992Success
    Rank0.873990.986Success
    FFT0.747900.987Success
    Nonoverlaping template0.019590.994Success
    Overlapping template0.128130.990Success
    Universal0.365250.990Success
    Linear complexity0.010460.989Success
    Serial0.197980.988Success
    Approximate entropy0.060490.987Success
    Cumulative sums0.291090.992Success
    Random excursions0.228010.989Success
    Random excursions variant0.009610.992Success
    Table 1. Results of the NIST SP 800-22 Statistical Tests for Random Bit Sequence
    Jiancheng Li, Yali Li, Yunxiao Dong, Yuede Yang, Jinlong Xiao, Yongzhen Huang. 400 Gb/s physical random number generation based on deformed square self-chaotic lasers[J]. Chinese Optics Letters, 2023, 21(6): 061901
    Download Citation