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公开(公告)号：US11276290B2
公开(公告)日：2022-03-15
申请号：US16852370
申请日：2020-04-17
Applicant: Apple Inc.
Inventor： Xing Tan , Huayu Ding , Parisa Dehleh Hossein Zadeh , Harshavardhan Mylapilli , Hung A. Pham , Karthik Jayaraman Raghuram , Yann Jerome Julien Renard , Sheena Sharma , Alexander Singh Alvarado , Umamahesh Srinivas , Xiaoyuan Tu , Hengliang Zhang , Geoffrey Louis Chi-Johnston , Vivek Garg
IPC: G08B1/08 , G08B21/04 , A61B5/024 , A61B5/0205 , A61B5/11 , A61B5/00 , G01C5/06 , G01C21/12 , G01S19/13 , G06F3/01 , G08B13/24
Abstract: In an example method, a mobile device obtains a signal indicating an acceleration measured by a sensor over a time period. The mobile device determines an impact experienced by the user based on the signal. The mobile device also determines, based on the signal, one or more first motion characteristics of the user during a time prior to the impact, and one or more second motion characteristics of the user during a time after the impact. The mobile device determines that the user has fallen based on the impact, the one or more first motion characteristics of the user, and the one or more second motion characteristics of the user, and in response, generates a notification indicating that the user has fallen.
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公开(公告)号：US20200342736A1
公开(公告)日：2020-10-29
申请号：US16929028
申请日：2020-07-14
Applicant: Apple Inc.
Inventor： Xing Tan , Umamahesh Srinivas , Adeeti V. Ullal , Hung A. Pham , Karthik Jayaraman Raghuram , Vinay R. Majjigi , Yann Jerome Julien Renard
IPC: G08B21/04 , A61B5/00 , G08B13/24 , A61B5/0205 , A61B5/024 , A61B5/11 , G01C5/06 , G01C21/12 , G01S19/13 , G06F3/01
Abstract: In an example method, a mobile device receives motion data obtained by one or more sensors worn by a user. The mobile device determines, based on the motion data, that the user has fallen at a first time and whether the user has moved between a second time and a third time subsequent to the first time. Upon determining that the user has not moved between the second time and the third time, the mobile device initiates a communication to an emergency response service at a fourth time after the third time. The communication includes an indication that the user has fallen and a location of the user.
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公开(公告)号：US10244948B2
公开(公告)日：2019-04-02
申请号：US15061653
申请日：2016-03-04
Applicant: Apple Inc.
Inventor： Hung A. Pham , Craig Mermel , Richard Channing Moore, III , Karthik Jayaraman Raghuram , Adeeti Ullal , Alexander Singh Alvarado , Xing Tan
IPC: A61B5/02 , A61B5/0205 , A61B5/024 , A61B5/11 , A61B5/00
Abstract: Systems and methods are disclosed for tracking physiological states and parameters for calorie estimation. A start of an exercise session associated with a user of a wearable computing device is determined. Heart rate data is measured for a first period of time. An onset heart rate value of the user is determined based on the measured heart rate data, the onset heart rate value associated with a lowest valid heart rate measured during the first period of time. A resting heart rate parameter (RHR) of a calorimetry model is associated with at least one of the onset heart rate value, a preset RHR, and an RHR based on user biometric data. Energy expenditure of the user during a second period of time is estimated based on the calorimetry model and a plurality of heart rate measurements obtained by the wearable computing device during the second period of time.
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公开(公告)号：US10154789B2
公开(公告)日：2018-12-18
申请号：US14502827
申请日：2014-09-30
Applicant: Apple Inc.
Inventor： Karthik Jayaraman Raghuram , Hung A. Pham , Richard Channing Moore, III , Alexander Singh Alvarado , Umamahesh Srinivas , Xing Tan , Dan Marvin Trietsch , Gunes Dervisoglu , Craig H. Mermel , Ronald K. Huang , Adeeti Ullal
Abstract: In one aspect, the present disclosure relates to a method including obtaining, by a heart rate sensor of a fitness tracking device, a heart rate measurement of a user of the fitness tracking device; obtaining, by at least one motion sensor, motion data of the user; analyzing, by the fitness tracking device, the motion data of the user to estimate a step rate of the user; estimating, by the fitness tracking device, a load associated with a physical activity of the user by comparing the heart rate measurement with the step rate of the user; and estimating, by the fitness tracking device, an energy expenditure rate of the user using the load and at least one of the heart rate measurement and the step rate.
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15.发明授权公开(公告)号：US09526430B2
公开(公告)日：2016-12-27
申请号：US14501930
申请日：2014-09-30
Applicant: Apple Inc.
Inventor： Umamahesh Srinivas , Hung A. Pham , Richard Channing Moore, III , Alexander Singh Alvarado , Xing Tan , Bharath Narasimha Rao , Mrinal Agarwal , Karthik Jayaraman Raghuram
CPC classification number: A61B5/0205 , A61B5/0002 , A61B5/0004 , A61B5/02416 , A61B5/02438 , A61B5/1112 , A61B5/1116 , A61B5/1118 , A61B5/112 , A61B5/1121 , A61B5/1123 , A61B5/222 , A61B5/4866 , A61B5/4884 , A61B5/681 , A61B5/6898 , A61B5/7221 , A61B5/7246 , A61B5/725 , A61B5/7264 , A61B5/7275 , A61B2560/0204 , A61B2560/0242 , A61B2560/0475 , A61B2562/0219 , A63B22/0605 , G01C22/006
Abstract: In one aspect, the present disclosure relates to a method, including obtaining, by the fitness tracking device, motion data of the user over a period of time, wherein the motion data can include a first plurality motion measurements from a first motion sensor of the fitness tracking device; determining, by the fitness tracking device, using the motion data an angle of the fitness tracking device relative to a plane during the period of time; estimating by the fitness tracking device, using the motion data, a range of linear motion of the fitness tracking device through space during the period of time; and comparing, by the fitness tracking device, the angle of the fitness tracking device to a threshold angle and comparing the range of linear motion of the fitness tracking device to a threshold range of linear motion to determine whether the user is sitting or standing.
Abstract translation: 一方面，本公开涉及一种方法，包括由健身跟踪装置在一段时间内获得用户的运动数据，其中运动数据可以包括来自第一运动传感器的第一多个运动测量值 健身追踪装置; 通过所述健身跟踪装置确定所述运动数据在所述时段期间所述健身追踪装置相对于平面的角度; 由健身追踪装置利用运动数据估计健身跟踪装置在一段时间内通过空间的线性运动范围; 以及通过所述健身跟踪装置将所述健身追踪装置的角度与阈值角度进行比较，并将所述健身追踪装置的直线运动范围与线性运动的阈值范围进行比较，以确定所述用户是坐着还是站立。
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Patent Agency Ranking
公开(公告)号：US20200250954A1
公开(公告)日：2020-08-06
申请号：US16852370
申请日：2020-04-17
Applicant: Apple Inc.
Inventor： Xing Tan , Huayu Ding , Parisa Dehleh Hossein Zadeh , Harshavardhan Mylapilli , Hung A. Pham , Karthik Jayaraman Raghuram , Yann Jerome Julien Renard , Sheena Sharma , Alexander Singh Alvarado , Umamahesh Srinivas , Xiaoyuan Tu , Hengliang Zhang , Geoffrey Louis Chi-Johnston , Vivek Garg
IPC: G08B21/04 , A61B5/0205 , G08B13/24 , A61B5/00 , G06F3/01 , G01S19/13 , G01C21/12 , G01C5/06 , A61B5/11 , A61B5/024
Abstract: In an example method, a mobile device obtains a signal indicating an acceleration measured by a sensor over a time period. The mobile device determines an impact experienced by the user based on the signal. The mobile device also determines, based on the signal, one or more first motion characteristics of the user during a time prior to the impact, and one or more second motion characteristics of the user during a time after the impact. The mobile device determines that the user has fallen based on the impact, the one or more first motion characteristics of the user, and the one or more second motion characteristics of the user, and in response, generates a notification indicating that the user has fallen.
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公开(公告)号：US10694994B2
公开(公告)日：2020-06-30
申请号：US15466397
申请日：2017-03-22
Applicant: Apple Inc.
Inventor： Alexander Singh Alvarado , Craig H. Mermel , Hung A. Pham , Karthik Jayaraman Raghuram , Xing Tan
IPC: A61B5/00 , A61B5/0205 , A61B5/024 , A61B5/083 , A61B5/11
Abstract: A relationship relating a load of exercise and a user's aerobic capacity may be determined as follows. A processor circuit of a device may retrieve, from a memory, a prior probability distribution of the load of exercise and a prior probability distribution of the user's aerobic capacity. The processor circuit may compute a joint prior probability of the load of exercise and the user's aerobic capacity. The processor circuit may compute a joint likelihood of the load of exercise and the user's aerobic capacity based on data indicative of a measured time-stamped work rate and a measured time-stamped heart rate. The processor circuit may combine the joint prior probability and the joint likelihood to produce a joint posterior probability. The processor circuit may use the joint posterior probability to determine a relationship relating the load of exercise and the user's aerobic capacity and output a calorie calculation.
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公开(公告)号：US10646117B2
公开(公告)日：2020-05-12
申请号：US15616135
申请日：2017-06-07
Applicant: APPLE INC.
Inventor： Xing Tan , Karthik Jayaraman Raghuram , Adeeti Ullal , Umamahesh Srinivas , Mrinal Agarwal , Daniel Trietsch , Alexander Singh Alvarado , Hung A. Pham , Ronald K. Huang , Adam Howell
Abstract: The present disclosure relates to a system and method of detecting activity by a wheelchair user. In one aspect, a method comprises collecting motion data of a user device located on an appendage of the user; detecting, by a processor circuit, that one or more activities by the wheelchair user occurred based on the motion data; calculating, by a processor circuit, an energy expenditure by the user based the one or more activities by the wheelchair user occurred; and outputting, by a processor circuit, the energy expenditure estimation.
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公开(公告)号：US20190342651A1
公开(公告)日：2019-11-07
申请号：US16409022
申请日：2019-05-10
Applicant: Apple Inc.
Inventor： Adam S. Howell , Hung A. Pham , Akifumi Kobashi , Rami Y. Hindiyeh , Xing Tan , Alexander Singh Alvarado , Karthik Jayaraman Raghuram
Abstract: Ear buds may have optical proximity sensors and accelerometers. Control circuitry may analyze output from the optical proximity sensors and the accelerometers to identify a current operational state for the ear buds. The control circuitry may also analyze the accelerometer output to identify tap input such as double taps made by a user on ear bud housings. Samples in the accelerometer output may be analyzed to determine whether the samples associated with a tap have been clipped. If the samples have been clipped, a curve may be fit to the samples. Optical sensor data may be analyzed in conjunction with potential tap input data from the accelerometer. If the optical sensor data is ordered, a tap input may be confirmed. If the optical sensor data is disordered, the control circuitry can conclude that accelerometer data corresponds to false tap input associated with unintentional contact with the housing.
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公开(公告)号：US10291975B2
公开(公告)日：2019-05-14
申请号：US15622448
申请日：2017-06-14
Applicant: Apple Inc.
Inventor： Adam S. Howell , Hung A. Pham , Akifumi Kobashi , Rami Y. Hindiyeh , Xing Tan , Alexander Singh Alvarado , Karthik Jayaraman Raghuram
Abstract: Ear buds may have optical proximity sensors and accelerometers. Control circuitry may analyze output from the optical proximity sensors and the accelerometers to identify a current operational state for the ear buds. The control circuitry may also analyze the accelerometer output to identify tap input such as double taps made by a user on ear bud housings. Samples in the accelerometer output may be analyzed to determine whether the samples associated with a tap have been clipped. If the samples have been clipped, a curve may be fit to the samples. Optical sensor data may be analyzed in conjunction with potential tap input data from the accelerometer. If the optical sensor data is ordered, a tap input may be confirmed. If the optical sensor data is disordered, the control circuitry can conclude that accelerometer data corresponds to false tap input associated with unintentional contact with the housing.
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