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1. 发明授权

US11686803B2 Methods and apparatus to trigger calibration of a sensor node using machine learning 有权
公开(公告)号：US11686803B2
公开(公告)日：2023-06-27
申请号：US17521622
申请日：2021-11-08
申请人： Intel Corporation
发明人： Yatish Mishra , Mats Agerstam , Mateo Guzman , Sindhu Pandian , Shubhangi Rajasekhar , Pranav Sanghadia , Troy Willes
IPC分类号： H04W52/22 , G01R35/00 , G06N3/08 , H04L67/125 , G06Q10/04 , G06F18/214 , G06F18/2413 , G06N20/00 , G06F16/903 , H04W4/50 , G06N3/04 , H04W4/70 , G06V10/764 , H04L67/12
CPC分类号： G01R35/005 , G06F16/90335 , G06F18/214 , G06F18/24143 , G06N3/04 , G06N3/08 , G06N20/00 , G06Q10/04 , G06V10/764 , H04L67/125 , H04W4/50 , H04W4/70 , H04W52/223 , H04L67/12
摘要： Methods, apparatus, systems and articles of manufacture to trigger calibration of a sensor node using machine learning are disclosed. An example apparatus includes a machine learning model trainer to train a machine learning model using first sensor data collected from a sensor node. A disturbance forecaster is to, using the machine learning model and second sensor data, forecast a temporal disturbance to a communication of the sensor node. A communications processor is to transmit a first calibration trigger in response to a determination that a start of the temporal disturbance is forecasted and a determination that a first calibration trigger has not been sent.

2. 发明授权

US10802942B2 Methods and apparatus to detect anomalies of a monitored system 有权
公开(公告)号：US10802942B2
公开(公告)日：2020-10-13
申请号：US16235959
申请日：2018-12-28
申请人： Intel Corporation
发明人： Mats Agerstam , Bahareh Sadeghi , Jason Martin , Jeffrey Ota , Justin Gottschlich , Marcos Carranza , Maria Ramirez Loaiza , Alexander Heinecke , Mohammad Mejbah Ul Alam , Robert Colby , Sara Baghsorkhi , Shengtian Zhou
IPC分类号： G06F11/34 , H04L12/24 , G06F11/00 , H04L29/06 , H04L29/08 , G06K9/62 , H04L12/66 , G06N20/00
摘要： An apparatus includes a data interface to obtain first sensor data from a first sensor and second sensor data from a second sensor of a monitored system; a data analyzer to extract a feature based on analyzing the first and second sensor data using a model, the model trained based on historical sensor data, the model to determine the feature as a deviation between the first and second sensor data to predict a future malfunction of the monitored system; an anomaly detector to detect an anomaly in at least one of the first sensor data or the second sensor data based on the feature, the anomaly corresponding to the future malfunction of the monitored system; and a system applicator to modify operation of the monitored system based on the anomaly.

3. 发明申请

US20160227397A1 SYSTEMS AND METHODS FOR DEVICE PROVISIONING 有权
标题翻译：用于设备提供的系统和方法
公开(公告)号：US20160227397A1
公开(公告)日：2016-08-04
申请号：US14614162
申请日：2015-02-04
申请人： INTEL CORPORATION
发明人： Robert A. Colby , David J. McCall , Mats Agerstam , Xintian E. Lin
IPC分类号： H04W8/22 , H04W4/02
CPC分类号： H04W4/02 , G01S15/00 , H04W8/005
摘要： The present disclosure relates to computer-implemented systems and methods for device provisioning. The method may include receiving, by a computer, a selection instructions to detect wireless devices. The computer may include one or more processors, a radio transceiver, and a microphone. The method may also include identifying, by the radio transceiver, a plurality of wireless devices. Additionally, the method may include transmitting, by the radio transceiver to the wireless devices, respective requests for inaudible audio signal transmission. The method may also include receiving, by the microphone, a first inaudible audio signal from a first wireless device of the plurality of wireless devices. Further still, the method may include determining, based at least in part on the first inaudible audio signal, that the first wireless device is located in the same room as the user device.
摘要翻译：本公开涉及用于设备供应的计算机实现的系统和方法。该方法可以包括由计算机接收用于检测无线设备的选择指令。计算机可以包括一个或多个处理器，无线电收发器和麦克风。该方法还可以包括由无线电收发器识别多个无线设备。另外，该方法可以包括通过无线电收发器向无线设备发送对于不可听音频信号传输的相应请求。该方法还可以包括由麦克风接收来自多个无线设备中的第一无线设备的第一听不到的音频信号。此外，该方法可以包括至少部分地基于第一听不到的音频信号确定第一无线设备位于与用户设备相同的房间中。

4. 发明授权

US12028445B2 Range constrained device configuration 有权
公开(公告)号：US12028445B2
公开(公告)日：2024-07-02
申请号：US17832369
申请日：2022-06-03
申请人： Intel Corporation
发明人： Mats Agerstam , Venkata R. Vallabhu
IPC分类号： H04L9/08 , H04L9/40 , H04L41/0803 , H04L41/28 , H04L67/00 , H04L67/141 , H04L67/51 , H04L69/14 , H04W4/80 , H04W8/00 , H04W12/02 , H04W12/037 , H04W12/04 , H04W12/0471 , H04W52/38 , H04W76/11 , H04W76/14 , H04L67/12 , H04W4/70 , H04W88/06 , H04W88/12
CPC分类号： H04L9/0841 , H04L41/0803 , H04L41/28 , H04L63/061 , H04L63/18 , H04L63/20 , H04L67/141 , H04L67/34 , H04L67/51 , H04L69/14 , H04W8/005 , H04W12/02 , H04W12/037 , H04W12/04 , H04W12/0471 , H04W52/38 , H04W76/11 , H04W76/14 , H04L67/12 , H04W4/70 , H04W4/80 , H04W88/06 , H04W88/12
摘要： Disclosed in some examples are methods, systems, and machine readable mediums for secure, low end-user effort computing device configuration. In some examples the IoT device is configured via a user's computing device over a short range wireless link of a first type. This short range wireless communication may use a connection establishment that does not require end-user input. For example, the end user will not have to enter, or confirm a PIN number or other authentication information such as usernames and/or passwords. This allows configuration to involve less user input. In some examples, to prevent man-in-the-middle attacks, the power of a transmitter in the IoT device that transmits the short range wireless link is reduced during a configuration procedure so that the range of the transmissions to and from the user's computing device are reduced to a short distance.

5. 发明申请

US20220197611A1 INTENT-BASED MACHINE PROGRAMMING 有权
公开(公告)号：US20220197611A1
公开(公告)日：2022-06-23
申请号：US17688524
申请日：2022-03-07
申请人： Intel Corporation
发明人： Brian Cremeans , Marcos Emanuel Carranza , Krishna Surya , Mats Agerstam , Justin Gottschlich
IPC分类号： G06F8/41 , G06F8/73 , G06F8/36 , G06N20/00 , G06F8/20
摘要： Apparatus, devices, systems, methods, and articles of manufacture for intent-based machine programming are disclosed. An example system categorize source code blocks includes a code repository accessor to access a code repository and select a source code block. The example system also includes a signature generator to generate a signature for the source code block, a collateral miner to extract collateral associated with the source code block, and a tokenizer to transform the source code block into tokens. In addition, the example system includes a function assessor to determine a function of the source code block based on the collateral and the tokens and an input/output determiner to determine an input and an output of the source code block based on the collateral and the signature. The example system further includes a tagger to categorize the source code block with the function, input, and output.

6. 发明授权

US11246094B2 Mechanism for efficient data reporting in IIoT WSN 有权
公开(公告)号：US11246094B2
公开(公告)日：2022-02-08
申请号：US16461724
申请日：2016-12-30
申请人： Intel Corporation
发明人： Mats Agerstam , Vijay Sarathi Kesavan , Douglas K Hudson , Thuyen C Tran , Shilpa A Sodani
IPC分类号： H04W52/02 , H04W4/38 , H04W4/12 , H04W84/18
摘要： A wireless sensor network is provided comprising: a node that listens for radio messages with periodic control messages, and listens for radio messages with periodic sensor data messages, and determines whether to skip listening for radio messages with a periodic sensor data message during a sensor data time period based upon a skip indicator included in a periodic control message.

7. 发明授权

US11157384B2 Methods, systems, articles of manufacture and apparatus for code review assistance for dynamically typed languages 有权
公开(公告)号：US11157384B2
公开(公告)日：2021-10-26
申请号：US16455358
申请日：2019-06-27
申请人： Intel Corporation
发明人： Marcos Carranza , Mats Agerstam , Justin Gottschlich , Alexander Heinecke , Cesar Martinez-Spessot , Maria Ramirez Loaiza , Mohammad Mejbah Ul Alam , Shengtian Zhou
IPC分类号： G06F11/36 , G06F8/41
摘要： Methods, apparatus, systems and articles of manufacture are disclosed for code review assistance for dynamically typed languages. An example apparatus to analyze a segment of code includes a function identifier to identify a first input of a first function call included in the segment of the code, a parameter type vector (PTV) estimator model to estimate a first data structure based on the first input, the PTV estimator model generated via a set of reviewed code, a PTV determiner to generate a second data structure based on a data parameter type of the first input, an error comparator to determine a first reconstruction error based on the first data structure, and the second data structure and a recommendation generator to, if the first reconstruction error does not satisfy a recommendation threshold, generate a first recommendation to review the first function call.

8. 发明申请

US20190138423A1 METHODS AND APPARATUS TO DETECT ANOMALIES OF A MONITORED SYSTEM 审中-公开
公开(公告)号：US20190138423A1
公开(公告)日：2019-05-09
申请号：US16235959
申请日：2018-12-28
申请人： Intel Corporation
发明人： Mats Agerstam , Bahareh Sadeghi , Jason Martin , Jeffrey Ota , Justin Gottschlich , Marcos Carranza , Maria Ramirez Loaiza , Alexander Heinecke , Mohammad Mejbah Ul Alam , Robert Colby , Sara Baghsorkhi , Shengtian Zhou
IPC分类号： G06F11/34 , H04L12/24 , G06F11/00 , H04L29/06 , H04L29/08 , G06K9/62 , H04L12/66 , G06N20/00
摘要： An apparatus includes a data interface to obtain first sensor data from a first sensor and second sensor data from a second sensor of a monitored system; a data analyzer to extract a feature based on analyzing the first and second sensor data using a model, the model trained based on historical sensor data, the model to determine the feature as a deviation between the first and second sensor data to predict a future malfunction of the monitored system; an anomaly detector to detect an anomaly in at least one of the first sensor data or the second sensor data based on the feature, the anomaly corresponding to the future malfunction of the monitored system; and a system applicator to modify operation of the monitored system based on the anomaly.

9. 发明授权

US10049652B1 Multi-function apparatus with analog audio signal augmentation technology 有权
公开(公告)号：US10049652B1
公开(公告)日：2018-08-14
申请号：US15476731
申请日：2017-03-31
申请人： Intel Corporation
发明人： Ned M. Smith , Mats Agerstam , Rajesh Poornachandran
IPC分类号： G10K11/178 , G06F3/16
摘要： Multi-function apparatuses and methods associated with augmenting an analog audio signal are disclosed herein. In embodiments, a multi-function apparatus for performing a plurality of functions may include a microphone to receive a propagated analog audio signal and ambient noise; a receiver to receive a digitally streamed version of the analog audio signal; a harmonizer, that includes a plurality of processors, to generate a digital adjusted version of the analog signal including noise canceling signal to cancel some or all of the ambient noise, based on the propagated analog audio signal, the ambient noise, and the digitally streamed version of the analog audio signal; and a digital-to-analog converter to convert the digital adjusted version of the analog signal to an analog adjusted version of the analog signal. The analog adjusted version of the analog signal may then be outputted to augment the propagated analog audio signal. Other embodiments may be disclosed or claimed.

10. 发明授权

US09955293B2 Systems and methods for device provisioning 有权
公开(公告)号：US09955293B2
公开(公告)日：2018-04-24
申请号：US14614162
申请日：2015-02-04
申请人： Intel Corporation
发明人： Robert A. Colby , David J. McCall , Mats Agerstam , Xintian E. Lin
IPC分类号： H04W4/02 , G01S15/00 , H04W8/00
CPC分类号： H04W4/02 , G01S15/00 , H04W8/005
摘要： The present disclosure relates to computer-implemented systems and methods for device provisioning. The method may include receiving, by a computer, a selection instructions to detect wireless devices. The computer may include one or more processors, a radio transceiver, and a microphone. The method may also include identifying, by the radio transceiver, a plurality of wireless devices. Additionally, the method may include transmitting, by the radio transceiver to the wireless devices, respective requests for inaudible audio signal transmission. The method may also include receiving, by the microphone, a first inaudible audio signal from a first wireless device of the plurality of wireless devices. Further still, the method may include determining, based at least in part on the first inaudible audio signal, that the first wireless device is located in the same room as the user device.

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