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1. 发明授权

US11288856B2 Method and system for wave propagation prediction 有权
公开(公告)号：US11288856B2
公开(公告)日：2022-03-29
申请号：US16674929
申请日：2019-11-05
申请人： INTELLIGENT FUSION TECHNOLOGY, INC.
发明人： Jingyang Lu , Yiran Xu , Dan Shen , Nichole Sullivan , Genshe Chen , Khanh Pham , Erik Blasch
IPC分类号： G06T15/06 , G06N20/00 , G06N5/04
摘要： 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.

2. 发明授权

US11210570B2 Methods, systems and media for joint manifold learning based heterogenous sensor data fusion 有权
公开(公告)号：US11210570B2
公开(公告)日：2021-12-28
申请号：US15878188
申请日：2018-01-23
申请人： Intelligent Fusion Technology, Inc
发明人： Dan Shen , Peter Zulch , Marcello Disasio , Erik Blasch , Genshe Chen , Zhonghai Wang , Jingyang Lu
IPC分类号： G06K9/62 , G06N7/08 , G06K9/68 , G06T7/80 , H04N5/33 , G01S13/58 , G06K9/00
摘要： 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.

3. 发明授权

US09094856B1 Routing method for satellite communication network 有权
标题翻译：卫星通信网路由方法
公开(公告)号：US09094856B1
公开(公告)日：2015-07-28
申请号：US14188697
申请日：2014-02-25
申请人： Intelligent Fusion Technology, Inc
发明人： Xin Tian , Genshe Chen , Dan Shen , Khanh D. Pham , Erik Blasch
IPC分类号： H04B7/185 , H04W28/02
CPC分类号： H04B7/18513 , H04B7/18521 , H04B7/18584 , H04B7/195 , H04L45/06 , H04L45/125
摘要： 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.
摘要翻译：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。

4. 发明授权

US11770160B2 Hidden chamber detector 有权
公开(公告)号：US11770160B2
公开(公告)日：2023-09-26
申请号：US16813250
申请日：2020-03-09
申请人： INTELLIGENT FUSION TECHNOLOGY, INC.
发明人： Xingping Lin , Genshe Chen , Khanh Pham , Erik Blasch , Zhonghai Wang
IPC分类号： H04B7/0413 , G01S7/35 , G01S7/03 , G01S13/34
CPC分类号： H04B7/0413 , G01S7/032 , G01S7/354 , G01S13/34
摘要： 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.

5. 发明授权

US11758272B2 Apparatus and method for target detection and localization 有权
公开(公告)号：US11758272B2
公开(公告)日：2023-09-12
申请号：US16890675
申请日：2020-06-02
申请人： INTELLIGENT FUSION TECHNOLOGY, INC.
发明人： Xingping Lin , Genshe Chen , Khanh Pham , Erik Blasch , Zhonghai Wang
IPC分类号： H04N23/695 , G06N20/00 , H04N5/33 , H04N23/67
CPC分类号： H04N23/695 , G06N20/00 , H04N5/33 , H04N23/675
摘要： 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.

6. 发明授权

US10680340B2 Cone-based multi-layer wide band antenna 有权
公开(公告)号：US10680340B2
公开(公告)日：2020-06-09
申请号：US15983266
申请日：2018-05-18
申请人： Intelligent Fusion Technology, Inc
发明人： Xingping Lin , Zhonghai Wang , Genshe Chen , Erik Blasch , Khanh Pham
IPC分类号： H01Q9/28 , H01Q5/378 , H01Q1/38 , H01Q9/46 , H01Q9/40 , H01Q1/36 , H01Q5/357
摘要： 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.

7. 发明授权

US10291347B2 Effective cross-layer satellite communications link interferences mitigation in the presence of various RFI types 有权
公开(公告)号：US10291347B2
公开(公告)日：2019-05-14
申请号：US15397640
申请日：2017-01-03
申请人： INTELLIGENT FUSION TECHNOLOGY, INC.
发明人： Gang Wang , Xin Tian , Zhihui Shu , Wenhao Xiong , Tien M. Nguyen , Khanh D. Pham , Erik Blasch , Dan Shen , Zhonghai Wang , Genshe Chen
IPC分类号： H04B7/185 , H04K3/00 , H04B17/391 , H04B1/715 , H04B1/00 , H04B17/345 , H04L27/00 , H04B7/19
摘要： 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).

8. 发明授权

US09940724B2 Method and system for detecting multiple moving objects from real-time aerial images 有权
公开(公告)号：US09940724B2
公开(公告)日：2018-04-10
申请号：US15263761
申请日：2016-09-13
申请人： Intelligent Fusion Technology, Inc
发明人： Bin Jia , Kui Liu , Sixiao Wei , Erik Blasch , Carolyn Sheaff , Haibin Ling , Genshe Chen
IPC分类号： G06K9/00 , G06T7/11 , G06T7/194 , G06T1/20
CPC分类号： G06K9/4642 , G06K9/0063 , G06K9/00986 , G06K9/38 , G06K9/4671 , G06K9/6211 , G06K9/6269 , G06T3/4038 , G06T7/33 , G06T2207/10032 , G06T2207/30184 , G06T2207/30236
摘要： In accordance with various embodiments of the disclosed subject matter, a method and a system for detecting multiple objects from real-time images are provided. The method comprises: performing, using a CPU host, an image segmentation process to divide real-time input images into a plurality of image partitions; performing, by multiple GPUs, a fast block-wise registration process, a mark setting process, a background generation process, a foreground generation process based on a Hyper-Q computation infrastructure, and a support vector machine classification process; and generating, by the CPU host, visualization classification images.

9. 发明授权

US10476678B2 Methods and systems for high throughput and cyber-secure data communications 有权
公开(公告)号：US10476678B2
公开(公告)日：2019-11-12
申请号：US15469667
申请日：2017-03-27
申请人： Intelligent Fusion Technology, Inc
发明人： Yiran Xu , Gang Wang , Sixiao Wei , Genshe Chen , Khanh Pham , Erik Blasch
IPC分类号： H04L9/32 , H04L29/06 , H04W12/04 , H04W28/04 , H03K9/00 , H04L27/00 , H03K7/00
摘要： Methods and systems for cyber secure data communications are provided. In some embodiments, a method for transmitting data comprises: performing a marker-based data encoding process to embed a digital watermark into each of a plurality of original data flows to be transmitted to a plurality of receivers; performing a non-orthogonal multiple access process to allocate transmission powers to the plurality of original data flows, such that the plurality of original data flows are simultaneously superposed on a carrier frequency to generate a superposed signal; performing a noise modulation process to modulate the superposed signal to generate a noise-like signal and a reference noise signal; transmitting the noise-like signal and the reference noise signal through orthogonally polarized antennas; and performing a portal-based data integrity analysis process to check whether a receiver in the plurality of receivers is compromised or manipulated.

10. 发明授权

US10348362B2 Methods and systems for fusion and inference with per-hop link quality measurements in frequency hopping SATCOM systems 有权
公开(公告)号：US10348362B2
公开(公告)日：2019-07-09
申请号：US16169640
申请日：2018-10-24
申请人： Intelligent Fusion Technology, Inc.
发明人： Xin Tian , Genshe Chen , Khanh Pham , Erik Blasch
IPC分类号： H04B1/71 , H04B1/719 , H04B17/318 , H04B17/345 , H04B1/715 , H04B7/185 , H04B1/7156
摘要： The present disclosure provides a method for fusion and inference with per-hop link quality measurements in frequency hopping satellite communication (SATCOM) systems. The method includes: grouping hops having a same SATCOM link set into one hop group such that the one hop group contains a plurality of same SATCOM link sets; grouping the measurement sets into one or more first measurement groups, based on a link identification; in the each first measurement group having the same link identification, further grouping the measurement sets having a same range of the signal amplitude measurements into one or more second measurement groups; obtaining interference conditions by associating second measurement groups of all links in each hop group based on hop identifications belonging to the second measurement groups.

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