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公开(公告)号：US11288856B2
公开(公告)日：2022-03-29
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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2.发明授权公开(公告)号：US11210570B2
公开(公告)日：2021-12-28
申请号：US15878188
申请日：2018-01-23
Applicant: Intelligent Fusion Technology, Inc
Inventor： Dan Shen , Peter Zulch , Marcello Disasio , Erik Blasch , Genshe Chen , Zhonghai Wang , Jingyang Lu
Abstract: The present disclosure provides a method for joint manifold learning based heterogenous sensor data fusion, comprising: obtaining learning heterogeneous sensor data from a plurality sensors to form a joint manifold, wherein the plurality sensors include different types of sensors that detect different characteristics of targeting objects; performing, using a hardware processor, a plurality of manifold learning algorithms to process the joint manifold to obtain raw manifold learning results, wherein a dimension of the manifold learning results is less than a dimension of the joint manifold; processing the raw manifold learning results to obtain intrinsic parameters of the targeting objects; evaluating the multiple manifold learning algorithms based on the raw manifold learning results and the intrinsic parameters to determine one or more optimum manifold learning algorithms; and applying the one or more optimum manifold learning algorithms to fuse heterogeneous sensor data generated by the plurality sensors.
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公开(公告)号：US09094856B1
公开(公告)日：2015-07-28
申请号：US14188697
申请日：2014-02-25
Applicant: Intelligent Fusion Technology, Inc
Inventor： Xin Tian , Genshe Chen , Dan Shen , Khanh D. Pham , Erik Blasch
CPC classification number: H04B7/18513 , H04B7/18521 , H04B7/18584 , H04B7/195 , H04L45/06 , H04L45/125
Abstract: Routing methods are provided for IP-based Iridium like LEO polar satellite constellation network for finding a Manhattan path between a source node and a destination node. The routing methods can include identification of congested inter satellite links (ISLs). By selecting and using uncongested alternative paths, an original routing process can be converted into sub-routing processes each in a small scale of a Manhattan path region. Quality of Service (QoS) requirements such as delays and jitters can be incorporated into the routing methods, which leads to efficient routing and enhanced QoS-performance over the satellite constellation network. The disclosed routing methods can be suitable for real-time routing/rerouting applications under dynamic network conditions.
Abstract translation: 为基于IP的铱星提供路由方法，如LEO极地卫星星座网络，用于在源节点和目的节点之间查找曼哈顿路径。 路由方法可以包括识别拥塞的卫星间链路（ISL）。 通过选择和使用不成功的替代路径，可以将原始路由进程转换为曼哈顿路径区域的小规模的每个子路由进程。 服务质量（QoS）要求（如延迟和抖动）可以并入到路由方法中，这导致卫星星座网络的高效路由和增强的QoS性能。 所公开的路由方法可适用于在动态网络条件下的实时路由/重新路由应用。
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公开(公告)号：US11770160B2
公开(公告)日：2023-09-26
申请号：US16813250
申请日：2020-03-09
Applicant: INTELLIGENT FUSION TECHNOLOGY, INC.
Inventor： Xingping Lin , Genshe Chen , Khanh Pham , Erik Blasch , Zhonghai Wang
IPC: H04B7/0413 , G01S7/35 , G01S7/03 , G01S13/34
CPC classification number: H04B7/0413 , G01S7/032 , G01S7/354 , G01S13/34
Abstract: A hidden chamber detector includes a linear frequency modulated continuous wave (LFMCW) radar, a synthetic aperture radar (SAR) imaging processor, and a time division multiple access (TDMA) multiple input multiple output (MIMO) antenna array, including a plurality of transmitting and receiving (Tx-Rx) antenna pairs. A Tx-Rx antenna pair is selected, in a time division manner, as a Tx antenna and an Rx antenna for the LFMCW radar. The LFMCW radar is configured to transmit an illumination signal, receive an echo signal, convert the echo signal to a baseband signal, collect baseband samples, and send the collected samples to the SAR imaging processor. The SAR imaging processor is configured to receive the collected samples, collect structure/configuration of the antenna array and scanning information, and form an SAR image based on the collected samples, the structure/configuration of the antenna array, and the scanning information.
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公开(公告)号：US11758272B2
公开(公告)日：2023-09-12
申请号：US16890675
申请日：2020-06-02
Applicant: INTELLIGENT FUSION TECHNOLOGY, INC.
Inventor： Xingping Lin , Genshe Chen , Khanh Pham , Erik Blasch , Zhonghai Wang
IPC: H04N23/695 , G06N20/00 , H04N5/33 , H04N23/67
CPC classification number: H04N23/695 , G06N20/00 , H04N5/33 , H04N23/675
Abstract: An apparatus includes a camera for capturing an image at a first moment; a range finder for measuring a distance to an object at a center of the image; a rotatable mounting platform, fixedly hosting the camera and the range finder; and a controller. The controller is configured to receive the captured image and the measured distance; determine whether a target of interest (TOI) appears in the image; in response to determining a TOI appearing in the image, determine whether the TOI appears at the center of the image; calculate position parameters of the rotatable mounting platform for centering the TOI in an image to be captured at a second moment, separated from the first moment by a pre-determined time interval; control the rotatable mounting platform to rotate according to the calculated position parameters; and calculate and store the position parameters of the TOI with respect to the apparatus.
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Patent Agency Ranking
公开(公告)号：US11438021B2
公开(公告)日：2022-09-06
申请号：US17167674
申请日：2021-02-04
Applicant: INTELLIGENT FUSION TECHNOLOGY, INC.
Inventor： Dan Shen , Khanh Pham , Tien M. Nguyen , Genshe Chen
Abstract: A system for hybrid modulation and demodulation includes a transmitter and a receiver. The transmitter is configured to receive a hybrid signal of a space-ground link system (SGLS), including a first component and a second component; perform a double sideband (DSB) modulation on the first component using a carrier frequency to obtain a first waveform; perform a single sideband (SSB) modulation on the second component using the carrier frequency to obtain a second waveform; mix the first waveform and the second waveform to generate a hybrid waveform; and transmit the hybrid waveform. The receiver is configured to receive the hybrid waveform; determine the carrier frequency; separate the first waveform and the second waveform; perform a DSB demodulation on the first waveform to obtain a first demodulated signal; and perform an SSB demodulation on the second waveform to obtain a second demodulated signal.
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公开(公告)号：US10680340B2
公开(公告)日：2020-06-09
申请号：US15983266
申请日：2018-05-18
Applicant: Intelligent Fusion Technology, Inc
Inventor： Xingping Lin , Zhonghai Wang , Genshe Chen , Erik Blasch , Khanh Pham
Abstract: A cone-based multi-layer wide band antenna is provided, including a cone-based member having a multi-layer structure. The multi-layer structure includes a first layer conical structure, and the first layer conical structure has a height and a base radius configured to provide a desired impedance of the antenna.
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8.发明授权公开(公告)号：US10679007B2
公开(公告)日：2020-06-09
申请号：US16117964
申请日：2018-08-30
Applicant: Intelligent Fusion Technology, Inc
Inventor： Bin Jia , Cailing Dong , Zhijiang Chen , Kuo-Chu Chang , Nichole Sullivan , Genshe Chen
IPC: G06F40/00 , G06F40/295 , G06N5/04 , G06F16/28 , G06F40/30 , G06F40/253 , G06F40/268
Abstract: A method for pattern discovery and real-time anomaly detection based on knowledge graph, comprising: based on a dataset including messages collected within a certain period, constructing a local knowledge graph (KG); applying a statistical relational learning (SRL) model to predict hidden relations between entities to obtain an updated local KG; from all SPO triples of the updated local KG, discovering a normalcy pattern that includes frequent entities, frequent relations, and frequent SPO triples; and in response to receiving streaming data from a message bus, extracting a plurality of entities, a plurality of relations, and a plurality of SPO triples, from the streaming data for comparison with the normalcy pattern using semantic distance, thereby determining whether there is an abnormal entity, relation, or SPO triple in the streaming data.
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公开(公告)号：US10291347B2
公开(公告)日：2019-05-14
申请号：US15397640
申请日：2017-01-03
Applicant: INTELLIGENT FUSION TECHNOLOGY, INC.
Inventor： Gang Wang , Xin Tian , Zhihui Shu , Wenhao Xiong , Tien M. Nguyen , Khanh D. Pham , Erik Blasch , Dan Shen , Zhonghai Wang , Genshe Chen
IPC: H04B7/185 , H04K3/00 , H04B17/391 , H04B1/715 , H04B1/00 , H04B17/345 , H04L27/00 , H04B7/19
Abstract: A systematic interferences mitigation design for protected satellite communications (SATCOM) is provided. An advanced channel coding is designed to provide coding gain for SATCOM even in the presence of synchronization errors because of unintentional and intentional radio frequency interferences (RFIs). A unified SATCOM system spectrum efficiency and energy efficiency performance model is developed with a unified interference model for SATCOM dynamic resource allocation (DRA). The SATCOM system DRA is designed with a game theoretic engine and link optimizations providing traffic control, power control, frequency hopping pattern selection, beamforming codebook selection, and modulation with coding agile waveform adaptations. The interferences mitigation design is implemented with software defined radio USRP and GNU-radio to maintain communication link quality of services (QoS).
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公开(公告)号：US10090910B2
公开(公告)日：2018-10-02
申请号：US15377892
申请日：2016-12-13
Applicant: Intelligent Fusion Technology, Inc.
Inventor： Zijian Mo , Zhonghai Wang , Gang Wang , Genshe Chen , Tien Nguyen , Khanh Pham
Abstract: In accordance with various embodiments, a method for uplink multiple accessing based on code division multiple access (CDMA) technology and a related system are provided. The method comprises: designing a practical uplink spreading waveform for a code division multiple access (CDMA) based SCN by leveraging a plurality of pseudorandom sequences and investigating a channel coding block and a modulation block for the CDMA based SCN; determining an uplink frequency sub-band division for the CDMA based SCN to optimize a tradeoff between a performance and an implementation cost of CDMA based SCN; and specifying a configuration of a control system of the CDMA based SCN.
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