# US 11,442,697 B2 · Chip-integrated device and methods for generating random numbers that is reconfigurable and provides genuineness verification > Agents: this data is available as JSON from the patentgrep API and MCP server — see https://patentgrep.com/llms.txt - Number: US 11,442,697 B2 - Document ID: US11442697B2 - Status: Granted - Kind: B2 - Application number: 16/624,768 - Filed: 2018-06-27 - Published: 2021-05-13 - Granted: 2022-09-13 - Earliest claimed: 2017-06-27 - Assignees: The Trustees of the Stevens Institute of Technology - Applicants: The Trustees of the Stevens Institute of Technology - Inventors: Yuping Huang; Yong Meng Sua; Jiayang Chen; Lac Thi Thanh Nguyen - Web page: https://patentgrep.com/patent/US11442697B2 ## CPC - G06F 7/588: {Random number generators, i.e. based on natural stochastic processes} - H04L 9/0852: {Quantum cryptography (transmission systems employing electromagnetic waves other than radio waves, e.g. light, infrared H04B10/00; wavelength-division multiplex systems H04J14/02; WDM arrangements H04J14/03)} - H04L 9/0869: {involving random numbers or seeds} - G06F: ELECTRIC DIGITAL DATA PROCESSING (computer systems based on specific computational models G06N) - H04L: TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION (arrangements common to telegraphic and telephonic communication H04M) ## Abstract A device for generation of genuine random numbers, uses quantum stochastic processes in optical parametric nonlinear media. The dimensionality of the random numbers is varied from 2 to over 100,000. Their statistical properties, including the correlation function amongst random numbers, are tailored using linear and nonlinear optical circuits following the parametric nonlinear media. Both the generation and manipulation of random numbers are integrated on a single nanophotonics chip. By incorporating optoelectric effects, fast streams of random numbers are created in custom statistical properties, which are updated or reconfigured in real time, such as at 10 GHz speed. The unpredictability of the random numbers is quantifying by evaluating their min-entropy. The genuineness of quantum random numbers is tested using both statistical tools and independently verified by measuring the quantum entanglement between the photons in real time. ## Claims ### Claim 1 A device for use in directly generating random numbers with certified randomness obeying customized statistical properties, comprising a laser source configured to generate laser pulses in shaped and verified waveforms and to verify and reshape any such generated laser pulses in real time, including through feedback control; a photon generator, positioned relative to said laser source so as to receive laser pulses therefrom, said photon generator being configured to generate photons having waveforms and correlated quantum states leading to random number generation with statistical properties as specified by a user; a separator, positioned relative to said photon generator so as to receive photons therefrom, said separator being configured to direct photons into separated optical paths based on at least one quantum characteristic; a set of detectors, positioned relative to said separator so as to receive separated photons therefrom, said set of detectors being configured to provide corresponding output signals to electronic circuits which are configured to generate random numbers corresponding to said statistical properties based on output signals provided by said set of detectors; and an entanglement measurement module, operable responsive to output signals provided by said set of detectors, to certify the genuineness of random numbers generated by said electronic circuits. ### Claim 2 (depends on 1) The device of claim 1, further comprising linear and nonlinear optical circuits in each of said optical paths to modify optical properties of the photons. ### Claim 3 (depends on 2) The device of claim 2, further comprising a benchmark module to test the random numbers against statistical tests for random numbers. ### Claim 4 (depends on 3) The device of claim 3, wherein the photons generated by said photon generator include a stream of single photons or pairs of entangled signal and idler photons in customized statistical properties. ### Claim 5 (depends on 4) The device of claim 4, wherein said photon generator includes a nonlinear waveguide or cavity made from lithium niobate that is phase matched for generating the photons. ### Claim 6 (depends on 5) The device of claim 5, wherein said at least one quantum characteristic includes two-photon entanglement in frequency and time domains. ### Claim 7 (depends on 6) The device of claim 6, wherein said separator is configured to separate the pairs of signal and idler photons into pairs of entangled signal and idler photons based on their wavelengths. ### Claim 8 (depends on 7) The device of claim 7, wherein said separator includes at least one wavelength division demultiplexing device. ### Claim 9 (depends on 8) The device of claim 8, further comprising first straight and spiral waveguides and second straight and spiral waveguides. ### Claim 10 (depends on 9) The device of claim 9, wherein said separator further includes optical modulators for routing signal and idler photons received from said at least one wavelength division demultiplexing device into the first straight and spiral waveguides and the second straight and spiral waveguides, respectively. ### Claim 11 (depends on 10) The device of claim 10, wherein each of said first and second spiral waveguides is provided with a predetermined length for determining and delaying single photon temporal modes in real time. ### Claim 12 (depends on 11) The device of claim 11, further comprising a laser modulator associated with said laser source. ### Claim 13 (depends on 11) The device of claim 11, wherein said laser source, said photon generator, said nonlinear waveguide, said separator, said first and second spiral waveguides, said entanglement measurement module, and said set of detectors are integrated on a single microchip. ### Claim 14 (depends on 1) The device of claim 1, wherein the laser pulses are created and reshaped by using an optical arbitrary waveform generator. ### Claim 15 (depends on 1) The device of claim 1, where the feedback control is based on the statistical properties of the quantum random numbers. ### Claim 16 A device for use in directly generating random numbers with certified randomness obeying customized statistical properties, comprising a laser source configured to generate laser pulses; a photon generator, positioned relative to said laser source so as to receive laser pulses therefrom, said photon generator being configured to generate photons; a separator, positioned relative to said photon generator so as to receive photons therefrom, said separator being configured to direct photons into separated optical paths based on at least one quantum characteristic; optical circuits in each of said optical paths configured to modify optical properties of photons according to statistical properties as specified by a user, said optical circuits subject to real-time reconfiguration or feedback control; a set of detectors, positioned relative to said separator so as to receive separated photons therefrom, said set of detectors being configured to provide corresponding output signals to electronic circuits which are configured to generate random numbers corresponding to said statistical properties based on output signals provided by said set of detectors; and an entanglement measurement module, operable responsive to output signals provided by said set of detectors, to certify the genuineness of random numbers generated by said electronic circuits. ### Claim 17 (depends on 16) The device of claim 16, wherein said optical circuits are adapted to modify the photon properties using electro-optical modulators to change the waveform of the photons in real time. ### Claim 18 (depends on 16) The device of claim 16, where the feedback control is based on the statistical properties of the quantum random numbers. ### Claim 19 A device for use in directly generating random numbers with certified randomness obeying customized statistical properties, comprising a laser source configured to generate laser pulses in shaped and verified waveforms and to reshape any such generated laser pulses in real time, including through feedback control; a photon generator, positioned relative to said laser source so as to receive laser pulses therefrom, said photon generator being configured to generate photons having waveforms and correlated quantum states leading to random number generation with statistical properties as specified by a user; a separator, positioned relative to said photon generator so as to receive photons therefrom, said separator being configured to direct photons into separated optical paths based on at least one quantum characteristic; optical circuits in each of said optical paths configured to modify optical properties of photons according to said statistical properties, said optical circuits subject to real-time reconfiguration or feedback control; a set of detectors, positioned relative to said separator so as to receive separated photons therefrom, said set of detectors being configured to provide corresponding output signals to electronic circuits which are configured to generate random numbers corresponding to said statistical properties based on output signals provided by said set of detectors; and an entanglement measurement module, operable responsive to output signals provided by said set of detectors, to certify the genuineness of random numbers generated by said electronic circuits. ### Claim 20 (depends on 19) The device of claim 19, wherein the laser pulses are created and reshaped by using an optical arbitrary waveform generator. ### Claim 21 (depends on 19) The device of claim 19, wherein said optical circuits are adapted to modify the photon properties using electro-optical modulators to change the waveform of the photons in real time. ### Claim 22 (depends on 19) The device of claim 19, where the feedback control is based on the statistical properties of the quantum random numbers.