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公开(公告)号：US20240075895A1
公开(公告)日：2024-03-07
申请号：US18462271
申请日：2023-09-06
Applicant: Apple Inc.
Inventor： Vinay R. Majjigi , Sriram Venkateswaran , Aniket Aranake , Tejal Bhamre , Alexandru Popovici , Parisa Dehleh Hossein Zadeh , Yann Jerome Julien Renard , Yi Wen Liao , Stephen P. Jackson , Rebecca L. Clarkson , Henry Choi , Paul D. Bryan , Mrinal Agarwal , Ethan Goolish , Richard G. Liu , Omar Aziz , Alvaro J. Melendez Hasbun , David Ojeda Avellaneda , Sunny Kai Pang Chow , Pedro O. Varangot , Tianye Sun , Karthik Jayaraman Raghuram , Hung A. Pham
IPC: B60R21/013 , G06F18/213
CPC classification number: B60R21/013 , G06F18/213 , B60R2021/0027
Abstract: Embodiments are disclosed for crash detection on one or more mobile devices (e.g., smartwatch and/or smartphone). In some embodiments, a method comprises: detecting, with at least one processor, a crash event on a crash device; extracting, with the at least one processor, multimodal features from sensor data generated by multiple sensing modalities of the crash device; computing, with the at least one processor, a plurality of crash decisions based on a plurality of machine learning models applied to the multimodal features; and determining, with the at least one processor, that a severe vehicle crash has occurred involving the crash device based on the plurality of crash decisions and a severity model.
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公开(公告)号：US20140361763A1
公开(公告)日：2014-12-11
申请号：US13913420
申请日：2013-06-08
Applicant: Apple Inc.
Inventor： Sunny Kai Pang Chow , Xiaoyuan Tu
Abstract: Implementations are disclosed for validating data retrieved from a calibration database. In some implementations, calibrated magnetometer data for a magnetometer of a mobile device is retrieved from a calibration database and validated by data from another positioning system, such as course or heading data provided by a satellite-based positioning system. In some implementations, one or more context keys are used to retrieve magnetometer calibration data from a calibration database that is valid for a particular context of the mobile device, such as when the mobile device is mounted in a vehicle. In some implementations, currently retrieved calibration data is compared with previously retrieved calibration data to determine if the currently retrieved calibration data is valid.
Abstract translation: 公开了用于验证从校准数据库检索的数据的实现。 在一些实施方式中，从校准数据库检索用于移动设备的磁力计的校准磁力计数据，并且通过来自另一定位系统的数据（例如由基于卫星的定位系统提供的航向或航向数据）进行验证。 在一些实现中，使用一个或多个上下文键来从校准数据库检索对于移动设备的特定上下文有效的磁力计校准数据，例如当移动设备安装在车辆中时。 在一些实现中，将当前检索到的校准数据与先前检索的校准数据进行比较，以确定当前检索的校准数据是否有效。
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公开(公告)号：US10716073B2
公开(公告)日：2020-07-14
申请号：US15248369
申请日：2016-08-26
Applicant: Apple Inc.
Inventor： Gunes Dervisoglu , Indranil S. Sen , Umamahesh Srinivas , Digvijay A. Jadhav , Sunny Kai Pang Chow , Hung A. Pham , Anil K. Kandangath , Xiaoyuan Tu , Jonathan C. King
IPC: H04W52/24 , H04W52/28 , H04B1/3827 , H04W4/02 , H04W52/14 , H04W88/02 , H04W52/36 , H04B17/27 , H04W76/12
Abstract: In an example method, a mobile device connects a voice call for a user. The voice call causes one or more radio frequency transmitters of the mobile device to transmit radio waves at a first power level. Motion data describing movement of the mobile device is obtained, and the orientation of the mobile device is determined based on the motion data. A determination whether the mobile device is on the user's body or on an inanimate object is made based on the orientation of the mobile device over the period of time. The transmit power level is adjusted based on the determination.
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4.发明授权公开(公告)号：US09448250B2
公开(公告)日：2016-09-20
申请号：US13913422
申请日：2013-06-08
Applicant: Apple Inc.
Inventor： Hung A. Pham , Martin M. Menzel , Sunny Kai Pang Chow , Xiaoyuan Tu
CPC classification number: G01P15/003 , G01C17/38 , G01C21/165 , G01C21/26 , G01C25/005
Abstract: Motion sensors of a mobile device mounted to a vehicle are used to detect a mount angle of the mobile device. The motion sensors are used to determine whether the vehicle is accelerating or de-accelerating, whether the vehicle is turning and whether the mount angle of the mobile device is rotating. The mount angle of the mobile device is obtained from data output from the motion sensors and can be used to correct a compass heading. Data from the motion sensors that are obtained while the vehicle is turning or the mobile device is rotating are not used to obtain the mount angle.
Abstract translation: 使用安装到车辆的移动设备的运动传感器来检测移动设备的安装角度。 运动传感器用于确定车辆是否在加速或减速，车辆是否正在转动以及移动装置的安装角度是否正在旋转。 移动设备的安装角度是从运动传感器输出的数据中获得的，可用于校正罗盘航向。 在车辆转动或移动装置转动时获得的运动传感器的数据不用于获得安装角度。
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5.发明申请公开(公告)号：US20150006099A1
公开(公告)日：2015-01-01
申请号：US13913422
申请日：2013-06-08
Applicant: Apple Inc.
Inventor： Hung A. Pham , Martin M. Menzel , Sunny Kai Pang Chow , Xiaoyuan Tu
CPC classification number: G01P15/003 , G01C17/38 , G01C21/165 , G01C21/26 , G01C25/005
Abstract: Motion sensors of a mobile device mounted to a vehicle are used to detect a mount angle of the mobile device. The motion sensors are used to determine whether the vehicle is accelerating or de-accelerating, whether the vehicle is turning and whether the mount angle of the mobile device is rotating. The mount angle of the mobile device is obtained from data output from the motion sensors and can be used to correct a compass heading. Data from the motion sensors that are obtained while the vehicle is turning or the mobile device is rotating are not used to obtain the mount angle.
Abstract translation: 使用安装到车辆的移动设备的运动传感器来检测移动设备的安装角度。 运动传感器用于确定车辆是否在加速或减速，车辆是否正在转动以及移动装置的安装角度是否正在旋转。 移动设备的安装角度是从运动传感器输出的数据中获得的，可用于校正罗盘航向。 在车辆转动或移动装置转动时获得的运动传感器的数据不用于获得安装角度。
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Patent Agency Ranking
公开(公告)号：US20240329277A1
公开(公告)日：2024-10-03
申请号：US18737920
申请日：2024-06-07
Applicant: Apple Inc.
Inventor： Vinay R. Majjigi , Bharath Narasimha Rao , Sriram Venkateswaran , Aniket Aranake , Tejal Bhamre , Alexandru Popovici , Parisa Dehleh Hossein Zadeh , Yann Jerome Julien Renard , Yi Wen Liao , Stephen P. Jackson , Rebecca L. Clarkson , Henry Choi , Paul D. Bryan , Mrinal Agarwal , Ethan Goolish , Richard G. Liu , Omar Aziz , Alvaro J. Melendez Hasbun , David Ojeda Avellaneda , Sunny Kai Pang Chow , Pedro O. Varangot , Tianye Sun , Karthik Jayaraman Raghuram , Hung A. Pham
Abstract: Embodiments are disclosed for crash detection on one or more mobile devices (e.g., smartwatch and/or smartphone. In some embodiments, a method comprises: detecting a crash event on a crash device; extracting multimodal features from sensor data generated by multiple sensing modalities of the crash device; computing a plurality of crash decisions based on a plurality of machine learning models applied to the multimodal features, wherein at least one multimodal feature is a rotation rate about a mean axis of rotation; and determining that a severe vehicle crash has occurred involving the crash device based on the plurality of crash decisions and a severity model.
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公开(公告)号：US10121374B2
公开(公告)日：2018-11-06
申请号：US15273533
申请日：2016-09-22
Applicant: Apple Inc.
Inventor： Pejman Lotfali Kazemi , Lili Cao , Sunny Kai Pang Chow , Gunes Dervisoglu , Anh Phan , Ryan David Shelby , Ronald K. Huang
Abstract: Systems, methods, devices and computer-readable mediums are disclosed for parking event detection and location estimation. In some implementations, a method comprises: determining, by a processor of a mobile device, a first activity state indicative of a possible parking event; obtaining, by the processor, a speed of the mobile device from a global navigation satellite system (GNSS) of the mobile device; obtaining, by the processor, pedometer data from a digital pedometer of the mobile device; determining, by the processor, a second activity state indicative of a possible parking event based at least in part on the GNSS speed and pedometer data; and responsive to the second activity state, estimating, by the processor, a location of the vehicle.
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公开(公告)号：US20170358208A1
公开(公告)日：2017-12-14
申请号：US15273533
申请日：2016-09-22
Applicant: Apple Inc.
Inventor： Pejman Lotfali Kazemi , Lili Cao , Sunny Kai Pang Chow , Gunes Dervisoglu , Anh Phan , Ryan David Shelby , Ronald K. Huang
Abstract: Systems, methods, devices and computer-readable mediums are disclosed for parking event detection and location estimation. In some implementations, a method comprises: determining, by a processor of a mobile device, a first activity state indicative of a possible parking event; obtaining, by the processor, a speed of the mobile device from a global navigation satellite system (GNSS) of the mobile device; obtaining, by the processor, pedometer data from a digital pedometer of the mobile device; determining, by the processor, a second activity state indicative of a possible parking event based at least in part on the GNSS speed and pedometer data; and responsive to the second activity state, estimating, by the processor, a location of the vehicle.
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公开(公告)号：US20160366654A1
公开(公告)日：2016-12-15
申请号：US15248369
申请日：2016-08-26
Applicant: Apple Inc.
Inventor： Gunes Dervisoglu , Indranil S. Sen , Umamahesh Srinivas , Digvijay A. Jadhav , Sunny Kai Pang Chow , Hung A. Pham , Anil K. Kandangath , Xiaoyuan Tu , Jonathan C. King
CPC classification number: H04W52/285 , H04B1/3838 , H04B17/27 , H04W4/027 , H04W52/146 , H04W52/246 , H04W52/283 , H04W52/367 , H04W76/12 , H04W88/02
Abstract: In an example method, a mobile device connects a voice call for a user. The voice call causes one or more radio frequency transmitters of the mobile device to transmit radio waves at a first power level. Motion data describing movement of the mobile device is obtained, and the orientation of the mobile device is determined based on the motion data. A determination whether the mobile device is on the user's body or on an inanimate object is made based on the orientation of the mobile device over the period of time. The transmit power level is adjusted based on the determination.
Abstract translation: 在示例性方法中，移动设备连接用户的语音呼叫。 语音呼叫导致移动设备的一个或多个射频发射机以第一功率电平发送无线电波。 获取描述移动设备的运动的运动数据，并且基于运动数据来确定移动设备的方位。 基于移动设备在一段时间内的取向来确定移动设备是在用户身体上还是在无生命对象上。 基于确定来调整发射功率电平。
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公开(公告)号：US09151610B2
公开(公告)日：2015-10-06
申请号：US13913420
申请日：2013-06-08
Applicant: Apple Inc.
Inventor： Sunny Kai Pang Chow , Xiaoyuan Tu
Abstract: Implementations are disclosed for validating data retrieved from a calibration database. In some implementations, calibrated magnetometer data for a magnetometer of a mobile device is retrieved from a calibration database and validated by data from another positioning system, such as course or heading data provided by a satellite-based positioning system. In some implementations, one or more context keys are used to retrieve magnetometer calibration data from a calibration database that is valid for a particular context of the mobile device, such as when the mobile device is mounted in a vehicle. In some implementations, currently retrieved calibration data is compared with previously retrieved calibration data to determine if the currently retrieved calibration data is valid.
Abstract translation: 公开了用于验证从校准数据库检索的数据的实现。 在一些实施方式中，从校准数据库检索用于移动设备的磁力计的校准磁力计数据，并且通过来自另一定位系统的数据（例如由基于卫星的定位系统提供的航向或航向数据）进行验证。 在一些实现中，使用一个或多个上下文键来从校准数据库检索对于移动设备的特定上下文有效的磁力计校准数据，例如当移动设备安装在车辆中时。 在一些实现中，将当前检索到的校准数据与先前检索的校准数据进行比较，以确定当前检索的校准数据是否有效。
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