Fusion of multi-sensor information with operator-learned behavior for automatic and efficient recognition of objects and control of remote vehicles
    1.
    发明授权
    Fusion of multi-sensor information with operator-learned behavior for automatic and efficient recognition of objects and control of remote vehicles 有权
    多传感器信息与操作员学习的行为融合,可以自动高效识别物体和控制远程车辆

    公开(公告)号:US08780195B1

    公开(公告)日:2014-07-15

    申请号:US13222413

    申请日:2011-08-31

    Inventor: Stuart H. Rubin

    CPC classification number: H04N7/18 G06K9/629 G06K9/6857 G10L15/18

    Abstract: Systems and methods are described for remotely controlled vehicles that hierarchically transform sensor-detected information into levels of increasing fidelity for highly efficient machine recognition of attributes and features of detected objects/events. Fusion of the feature space representations of the various levels allows correlation with the operator's attention to the respective objects for automated processing/controlling of the unmanned vehicle. High efficiencies in object/event recognition are attained with reduced memory and processor requirements, enabling near autonomous or fully autonomous operation of the vehicle.

    Abstract translation: 为远程控制的车辆描述了系统和方法,其将传感器检测到的信息分级地转换为增加保真度的水平,以便高效地机器识别检测到的对象/事件的属性和特征。 各级的特征空间表示的融合允许与操作者对各自对象的关注进行自动处理/控制无人驾驶车辆的相关性。 通过减少内存和处理器要求,实现对象/事件识别的高效率,实现车辆的近自主或完全自主操作。

    Controlled vehicle acceleration method using user-responsive feedback
    2.
    发明授权
    Controlled vehicle acceleration method using user-responsive feedback 有权
    使用用户响应反馈的受控车辆加速方法

    公开(公告)号:US08374765B1

    公开(公告)日:2013-02-12

    申请号:US12952719

    申请日:2010-11-23

    Inventor: Stuart H. Rubin

    CPC classification number: B60W30/18 B60W2050/0088 B60W2720/106

    Abstract: A method includes selecting, from a data table containing a plurality of weighted independent variable columns and rows, where each of the columns represents an independent input variable feature and each row represents a set of stored independent input variables and a corresponding stored dependent variable, a row that best matches received sensor independent input variable data from at least one vehicle sensor, causing a vehicle accelerator to gradually accelerate a vehicle to a vehicle acceleration level corresponding to the stored dependent variable of the selected best match row, and modifying a weight of the weighted independent variable columns based upon received user feedback to the vehicle acceleration level. The weights may then be normalized and the received sensor independent input variable data may be stored within a new row of the data table if the weight modification produces a net overall improvement in the data table dependency mapping.

    Abstract translation: 一种方法包括从包含多个加权的独立变量列和行的数据表中选择其中每个列表示独立的输入变量特征,并且每一行表示一组存储的独立输入变量和相应的存储的因变量, 行,其与来自至少一个车辆传感器的接收到的与传感器无关的输入可变数据最匹配,使得车辆加速器逐渐将车辆加速到与所选择的最佳匹配行的存储的因变量相对应的车辆加速度水平,并且修改 基于接收到的用户反馈到车辆加速度级别的加权独立变量列。 然后可以将权重归一化,并且如果权重修改产生数据表依赖性映射的净整体改进,则可以将接收的传感器独立输入变量数据存储在数据表的新行内。

    Type 6 KASER (knowledge amplification by structured expert randomization) for providing case-based inductive and analogical reasoning
    3.
    发明授权
    Type 6 KASER (knowledge amplification by structured expert randomization) for providing case-based inductive and analogical reasoning 有权
    提供基于案例的归纳和类比推理的6型KASER(结构化专家随机化的知识扩增)

    公开(公告)号:US08280831B1

    公开(公告)日:2012-10-02

    申请号:US12683655

    申请日:2010-01-07

    Inventor: Stuart H. Rubin

    CPC classification number: G06N5/04

    Abstract: A system and method for inductive and analogical reasoning provide capabilities for generalization, creative reasoning, possibilistic analysis, massive parallelism, and distributed processing. The system and method involve using matched cases/generalizations/analog inferences from a case base or generalization/analog base to provide output inferences based upon a user-supplied context. A user then provides feedback to indicate that the output inference is either correct or incorrect. If the user indicates that the output is incorrect, new rules may be computer-generated during runtime by performing, for example, an analogical contextual transformation. If the user indicates that the output is correct, the matched case/generalization/analog may be moved to the head of its respective base.

    Abstract translation: 归纳和类比推理的系统和方法提供了泛化,创造性推理,可能性分析,大规模并行性和分布式处理的能力。 该系统和方法涉及使用来自案例库或泛化/模拟基础的匹配案例/泛化/模拟推理以基于用户提供的上下文来提供输出推断。 然后,用户提供反馈以指示输出推断是正确的或不正确的。 如果用户指示输出不正确,则可以在运行时通过执行例如模拟上下文转换来计算机生成新的规则。 如果用户指示输出正确,则匹配的情况/泛化/模拟可以移动到其各自的基础的头部。

    Laser-based gas differential spectral analysis
    4.
    发明授权
    Laser-based gas differential spectral analysis 有权
    基于激光的气体差分光谱分析

    公开(公告)号:US07894072B1

    公开(公告)日:2011-02-22

    申请号:US12268018

    申请日:2008-11-10

    Inventor: Stuart H. Rubin

    CPC classification number: G01J3/4535 G01J3/28

    Abstract: A laser interferometer, such as a dual path Michelson interferometer, is used to generate fringe patterns resulting from one of a plurality of optical paths passing through a sample gas. An artificial neural network, such as, for example, a KASER neural network, is used to recognize patterns in the fringe interference patterns corresponding to known target gases.

    Abstract translation: 使用诸如双路迈克尔逊干涉仪的激光干涉仪来产生通过样本气体的多个光路中的一个路径产生的条纹图案。 使用人造神经网络,例如KASER神经网络来识别对应于已知目标气体的边缘干涉图案中的图案。

    Distributed biohazard surveillance system and apparatus for adaptive collection and particulate sampling
    5.
    发明授权
    Distributed biohazard surveillance system and apparatus for adaptive collection and particulate sampling 失效
    分布式生物危害监测系统和装置,用于适应性采集和颗粒物采样

    公开(公告)号:US07006923B1

    公开(公告)日:2006-02-28

    申请号:US10849451

    申请日:2004-05-19

    Inventor: Stuart H. Rubin

    Abstract: A distributed biohazard surveillance system including a plurality of robust miniaturized remote monitoring stations for the detection, localized analysis and reporting of a broad range of biohazards. The remote monitoring station may be adapted to identify many different biological particles and is not limited to particular predetermined biohazard profiles. It is centrally and dynamically reconfigurable and can be adapted to operate unattended in a remote location. The distributed system may be used to locate and report unsuspected sources of biohazards and to monitor the localized effects in real-time cooperation with a centralized data processing facility.

    Abstract translation: 分布式生物危害监测系统,包括多个稳健的小型化远程监测站,用于检测,局部分析和报告广泛的生物危害。 远程监测站可以适于识别许多不同的生物颗粒,并且不限于特定的预定生物危害谱。 它是集中和动态可重新配置的,可以适应在远程位置无人值守操作。 分布式系统可用于定位和报告未预期的生物危害源,并监测与集中式数据处理设施实时协作的局部效应。

    Machine learning approach to wave height prediction
    6.
    发明授权
    Machine learning approach to wave height prediction 有权
    波高预测的机器学习方法

    公开(公告)号:US08423487B1

    公开(公告)日:2013-04-16

    申请号:US12854602

    申请日:2010-08-11

    Inventor: Stuart H. Rubin

    CPC classification number: G01W1/00 G01W1/10 G06N99/005

    Abstract: Sea characteristics are determined by using a buoy with multiple tilt switches configured to sense at plural tilt angles of the buoy. The tilt switches provide binary outputs of tilt data corresponding to the tilt angles. The binary outputs are received by a processor and are compared with sample patterns of tilt data. The comparison is used to provide an output corresponding to sea conditions.

    Abstract translation: 通过使用具有多个倾斜开关的浮标来确定海洋特性,该倾斜开关被配置为在浮标的多个倾斜角度下感测。 倾斜开关提供对应于倾斜角度的倾斜数据的二进制输出。 二进制输出由处理器接收,并与倾斜数据的采样模式进行比较。 比较用于提供对应于海况的输出。

    System and method for manipulating database search results
    7.
    发明授权
    System and method for manipulating database search results 有权
    用于操作数据库搜索结果的系统和方法

    公开(公告)号:US08176031B1

    公开(公告)日:2012-05-08

    申请号:US12552506

    申请日:2009-09-02

    Inventor: Stuart H. Rubin

    CPC classification number: G06F17/3033

    Abstract: Systems and methods for extracting information from large databases include the initial step of searching a database using a query. The search results are then normalized by formatting the search results in a standard text format. The normalized search results are then crawled according to a predetermined algorithm to yield candidate information, which includes establishing sequences of keywords and generating hash tables that correspond to the keyword sequences. For each paragraph of candidate information, a defined possibility for each hash table entry is calculated. If the possibility is above a predetermined value, the candidate information paragraph is extracted from candidate information and presented to the user. Only the paragraphs that have a possibility that is above the predetermined threshold are displayed and presented to the user. Displayed search results rated as useful by the user are added to the query and to the keyword sequences to accomplish iterative, context-directed searches.

    Abstract translation: 用于从大数据库中提取信息的系统和方法包括使用查询搜索数据库的初始步骤。 然后通过以标准文本格式格式化搜索结果来对搜索结果进行归一化。 然后根据预定的算法来爬行归一化的搜索结果以产生候选信息,其包括建立关键字序列并生成与关键字序列相对应的哈希表。 对于候选信息的每一段,计算每个哈希表项的定义的可能性。 如果可能性高于预定值,则候选信息段落从候选信息中提取并呈现给用户。 只有具有高于预定阈值的可能性的段落被显示并呈现给用户。 用户评价为有用的显示搜索结果将添加到查询和关键字序列中,以完成迭代,上下文相关的搜索。

    Distributed biohazard surveillance system and apparatus for adaptive aerosol collection and synchronized particulate sampling
    8.
    发明授权
    Distributed biohazard surveillance system and apparatus for adaptive aerosol collection and synchronized particulate sampling 失效
    分布式生物危害监测系统和装置,用于适应性气溶胶收集和同步颗粒物采样

    公开(公告)号:US07082369B1

    公开(公告)日:2006-07-25

    申请号:US10850004

    申请日:2004-05-20

    Abstract: A distributed biohazard surveillance system including a plurality of robust miniaturized remote monitoring stations for the detection, localized analysis and reporting of a broad range of biohazards. The remote monitoring station may be adapted to identify many different biological particles and is not limited to particular predetermined biohazard profiles. It is centrally and dynamically reconfigurable and can be adapted to operate unattended in a remote location. The distributed system may be used to locate and report unsuspected sources of biohazards and to monitor the localized effects in real-time cooperation with a centralized data processing facility.

    Abstract translation: 分布式生物危害监测系统,包括多个稳健的小型化远程监测站,用于检测,局部分析和报告广泛的生物危害。 远程监测站可以适于识别许多不同的生物颗粒,并且不限于特定的预定生物危害谱。 它是集中和动态可重新配置的,可以适应在远程位置无人值守操作。 分布式系统可用于定位和报告未预期的生物危害源,并监测与集中式数据处理设施实时协作的局部效应。

    Linear algorithm for non-linear interpolation for computer aided designs
    9.
    依法登记的发明
    Linear algorithm for non-linear interpolation for computer aided designs 失效
    用于计算机辅助设计的非线性插值的线性算法

    公开(公告)号:USH354H

    公开(公告)日:1987-10-06

    申请号:US848416

    申请日:1986-04-04

    Inventor: Stuart H. Rubin

    CPC classification number: G06F17/5068

    Abstract: The linear algorithm described differs from other artificial intelligence ograms in its operation over a continuous representation. In the algorithm, the size of the exponent is tied to the magnitude of the learning base employed, and the design thus becomes more selective as the learning base grows. With it, "run time" and "chip size" can be analyzed in substantially linear time.

    Charged atomization of fuel for increased combustion efficiency in jet engines
    10.
    发明授权
    Charged atomization of fuel for increased combustion efficiency in jet engines 有权
    燃料喷雾雾化,提高喷气发动机的燃烧效率

    公开(公告)号:US08955325B1

    公开(公告)日:2015-02-17

    申请号:US13222421

    申请日:2011-08-31

    Inventor: Stuart H. Rubin

    Abstract: Systems and methods are described for increasing the burn efficiency of fuel in a jet engine by charging the intake air molecules and inversely charging the fuel molecules, while reducing the fuel droplet size using a fuel-atomizing transducer in the air/fuel path. Generally speaking, an apparatus (and method) for increasing fuel burning efficiency in a jet engine is described, comprising: an intake air high voltage charger; a fuel injector downstream of the intake air charger; a fuel atomizer formed from an acutely angled transducer in a flow path of the fuel, wherein the atomized fuel is charged to an opposite voltage to that of the intake air; and an ignitor for igniting the atomized charged fuel and charged intake air for combustion.

    Abstract translation: 描述了用于通过对进气分子进行充气并对燃料分子进行相反充电来提高喷气发动机中的燃料的燃烧效率的系统和方法,同时使用空气/燃料路径中的燃料雾化换能器来减小燃料液滴尺寸。 一般来说,描述了一种用于提高喷气发动机燃料燃烧效率的装置(和方法),包括:进气高压充电器; 在进气充气器下游的燃料喷射器; 燃料雾化器,其由所述燃料的流动路径中的锐角换能器形成,其中所述雾化燃料被充入与所述吸入空气相反的电压; 以及用于点燃雾化的带电燃料和用于燃烧的带电进气的点火器。

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