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公开(公告)号：US11576065B2
公开(公告)日：2023-02-07
申请号：US17332534
申请日：2021-05-27
Applicant: INTELLIGENT FUSION TECHNOLOGY, INC.
Inventor： Xin Tian , Yi Li , Genshe Chen , Khanh Pham , Erik Blasch
Abstract: Various embodiments of the present disclosure provide a method, a device, and a storage medium for performance prediction of a communication waveform in a communication system. The method includes measuring, by a receiver, an actual SNR distribution of a communication link between a transmitter and the receiver; further includes evaluating, by a waveform performance prediction device, a normalized minimum SNR shift required for the communication waveform to operate, where the normalized minimum SNR shift is obtained based on a normalized SNR distribution using a neural network (NN), the normalized SNR distribution corresponding to the actual SNR distribution; and further includes, according to the normalized minimum SNR shift, obtaining, by a waveform performance prediction device, an actual minimum SNR shift for the actual SNR distribution, where according to the actual minimum SNR shift, the communication system is adjusted for operation.
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公开(公告)号：US11574223B2
公开(公告)日：2023-02-07
申请号：US16595107
申请日：2019-10-07
Applicant: INTELLIGENT FUSION TECHNOLOGY, INC.
Inventor： Dan Shen , Carolyn Sheaff , Jingyang Lu , Genshe Chen , Erik Blasch , Khanh Pham
Abstract: A method for rapid discovery of satellite behavior, applied to a pursuit-evasion system including at least one satellite and a plurality of space sensing assets. The method includes performing transfer learning and zero-shot learning to obtain a semantic layer using space data information. The space data information includes simulated space data based on a physical model. The method further includes obtaining measured space-activity data of the satellite from the space sensing assets; performing manifold learning on the measured space-activity data to obtain measured state-related parameters of the satellite; modeling the state uncertainty and the uncertainty propagation of the satellite based on the measured state-related parameters; and performing game reasoning based on a Markov game model to predict satellite behavior and management of the plurality of space sensing assets according to the semantic layer and the modeled state uncertainty and uncertainty propagation.
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公开(公告)号：US11316583B2
公开(公告)日：2022-04-26
申请号：US16707927
申请日：2019-12-09
Applicant: INTELLIGENT FUSION TECHNOLOGY, INC.
Inventor： Lun Li , Jingyang Lu , John Nguyen , Dan Shen , Khanh Pham , Genshe Chen
Abstract: The present disclosure provides a high power amplifier (HPA) linearization method, applied to a ground hub which includes a predistorter and a PD controller. The ground hub is arranged in a satellite communication system together with a transmitter and a satellite transponder, and the satellite transponder includes an HPA. The HPA linearization method includes determining an initial correction signal based on a physical model with a plurality of PD parameters to compensate AM-AM and AM-PM characteristics of the HPA; receiving a signal from the satellite transponder; determining a reward function for an action taken by the PD controller; examining an action-value function for actions taken in a preset past period; taking an action to adjust the plurality of PD parameters for the PD to generate an updated correction signal; sending the update correction signal to the transmitter to compensate the AM-AM and AM-PM characteristics of the HPA.
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64.发明申请公开(公告)号：US20220014347A1
公开(公告)日：2022-01-13
申请号：US16924853
申请日：2020-07-09
Applicant: INTELLIGENT FUSION TECHNOLOGY, INC.
Inventor： Xin TIAN , Genshe CHEN , Khanh PHAM , Erik BLASCH
IPC: H04L5/14 , H04L25/02 , H04L25/03 , H04B17/391 , H04B17/373
Abstract: A method for emulating a communication system with fast changing link condition, applied to a testbed system including an interference emulator, a transmitter, and a receiver, includes: by the transmitter, generating code-word symbols, in an initial symbol sequence, according to information bits; evaluating an interference condition and a time duration for each code-word symbol; reordering the code-word symbols to a reordered symbol sequence based on interference conditions; evaluating a total time duration of code-word symbols under each interference condition; and transmitting the code-word symbols in the reordered symbol sequence. The method also includes: by the interference emulator, obtaining the total time duration of code-word symbols under each interference condition from the transmitter; and providing an emulated interference environment by ordering the time durations of different interference conditions. The start time for transmitting code-word symbols with an interference condition is synchronized with the start time for emulating the interference condition.
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公开(公告)号：US20210134046A1
公开(公告)日：2021-05-06
申请号：US16674929
申请日：2019-11-05
Applicant: INTELLIGENT FUSION TECHNOLOGY, INC.
Inventor： Jingyang LU , Yiran XU , Dan SHEN , Nichole SULLIVAN , Genshe CHEN , Khanh PHAM , Erik BLASCH
Abstract: The present disclosure provides a method for wave propagation prediction based on a 3D ray tracing engine and machine-learning based dominant ray selection. The method includes receiving, integrating, and processing input data. Integrating and processing the input data includes dividing a cone of the original millimeter wave (mmWave) into a plurality of sub cones; determining a contribution weight of rays coming from each sub cone to the received signal strength (RSS) at a receiving end of interest; and determining rays coming from one or more sub cones that have a total contribution weight to the RSS larger than a preset threshold value as dominant rays using a neural network obtained through a machine learning approach. The method further includes performing ray tracing based on the input data and the dominant rays to predict wave propagation.
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Patent Agency Ranking
公开(公告)号：US10798651B2
公开(公告)日：2020-10-06
申请号：US16104760
申请日：2018-08-17
Applicant: Intelligent Fusion Technology, Inc
Inventor： Wenhao Xiong , Yi Li , Xin Tian , Dan Shen , Nichole Sullivan , Biao Chen , Genshe Chen
Abstract: A three-layer protocol stack in a wireless communication device and a wireless communication network are provided. The three-layer protocol stack includes a physical layer; a medium access control (MAC) layer; and a network layer. The physical layer includes one or more circuits to conduct a power consumption minimization and a waveform selection. The MAC layer is configured to perform a medium access control and a resource block reconfiguration. The network layer is configured to perform an energy efficient routing and connection maintenance. The physical layer, the MAC layer and the network layer cooperate with each other to at least reduce an energy consumption of the wireless communication device.
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公开(公告)号：US10739467B2
公开(公告)日：2020-08-11
申请号：US15874526
申请日：2018-01-18
Applicant: Intelligent Fusion Technology, Inc
Inventor： Zhonghai Wang , Bin Jia , Xingping Lin , Tao Wang , Xingyu Xiang , Genshe Chen , Dan Shen , Khanh Pham , Erik Blasch
Abstract: A method for testing satellite signal receiver antenna is provided. The method includes: determining a satellite constellation state indicating status of a plurality of satellites in a satellite constellation; calculating, based on the determined satellite constellation state, initial positions of a plurality of satellite antennas that are used for emulating the satellite constellation; moving the plurality of satellite antennas to the initial positions of the plurality of satellite antennas; calibrating a phase delay of each of the plurality of satellite antennas; broadcasting, by the plurality of satellite antennas, satellite signals to test a satellite signal receiver antenna; determining a movement plan for the plurality of satellite antennas based on the satellite constellation state; and moving the plurality of satellite antennas based on the movement plan to emulate a propagation of the satellite constellation.
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公开(公告)号：US20200059859A1
公开(公告)日：2020-02-20
申请号：US16104760
申请日：2018-08-17
Applicant: Intelligent Fusion Technology, Inc
Inventor： WENHAO XIONG , YI LI , XIN TIAN , DAN SHEN , NICHOLE SULLIVAN , BIAO CHEN , GENSHE CHEN , GREGORY HADYNSKI , CLIFDEN BANNER
Abstract: A three-layer protocol stack in a wireless communication device and a wireless communication network are provided. The three-layer protocol stack includes a physical layer; a medium access control (MAC) layer; and a network layer. The physical layer includes one or more circuits to conduct a power consumption minimization and a waveform selection. The MAC layer is configured to perform a medium access control and a resource block reconfiguration. The network layer is configured to perform an energy efficient routing and connection maintenance. The physical layer, the MAC layer and the network layer cooperate with each other to at least reduce an energy consumption of the wireless communication device.
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公开(公告)号：US20190219706A1
公开(公告)日：2019-07-18
申请号：US15874526
申请日：2018-01-18
Applicant: Intelligent Fusion Technology, Inc
Inventor： Zhonghai WANG , Bin JIA , Xingping LIN , Tao WANG , Xingyu XIANG , Genshe CHEN , Dan SHEN , Khanh PHAM , Erik BLASCH
IPC: G01S19/23
Abstract: A method for testing satellite signal receiver antenna is provided. The method includes: determining a satellite constellation state indicating status of a plurality of satellites in a satellite constellation; calculating, based on the determined satellite constellation state, initial positions of a plurality of satellite antennas that are used for emulating the satellite constellation; moving the plurality of satellite antennas to the initial positions of the plurality of satellite antennas; calibrating a phase delay of each of the plurality of satellite antennas; broadcasting, by the plurality of satellite antennas, satellite signals to test a satellite signal receiver antenna; determining a movement plan for the plurality of satellite antennas based on the satellite constellation state; and moving the plurality of satellite antennas based on the movement plan to emulate a propagation of the satellite constellation.
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公开(公告)号：US10338207B2
公开(公告)日：2019-07-02
申请号：US15344365
申请日：2016-11-04
Applicant: Intelligent Fusion Technology, Inc
Inventor： Zhonghai Wang , XingPing Lin , Genshe Chen , Dan Shen , Bin Jia , Gang Wang , Khanh Pham , Erik Blasch
Abstract: The present disclosure provides a gated range scanning linear frequency modulated continuous wave (LFMCW) radar structure, including: a frequency synthesizer, a first mixer, a second mixer, a first filter, and a third mixer. The frequency synthesizer is configured for generating a first local oscillating signal and a second local oscillating signal, a frequency of the first local oscillating signal varying in a frequency range, each frequency corresponding to a sub-range of a coverage range scanned by the LFMCW radar structure. The first mixer is configured for mixing a copy of a transmitted signal and the first local oscillating signal to generate a first output signal (the receiver's first local oscillator). The second mixer is configured for mixing the first output signal and a received signal from a receiving antenna to generate a second output signal that includes an intermediate frequency (IF) signal being received by the first filter.
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