Patents by Inventor James M. Mullins
James M. Mullins has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).
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Publication number: 20210327556Abstract: Aspects relate to calculating energy expenditure values from an apparatus configured to be worn on an appendage of a user. Steps counts may be quantified, such as by detecting arm swings peaks and bounce peaks in motion data. A search range of acceleration frequencies related to an expected activity may be established. Frequencies of acceleration data within a search range may be analyzed to identify one or more peaks, such as a bounce peak and an arm swing peak. Novel systems and methods may determine whether to utilize the arm swing data, bounce data, and/or other data or portions of data to quantify steps. The number of peaks (and types of peaks) may be used to choose a step frequency and step magnitude. At least a portion of the motion data may be classified into an activity category based upon the quantification of steps.Type: ApplicationFiled: June 30, 2021Publication date: October 21, 2021Inventors: Aaron B. Weast, Aaron K. Goodwin, James M. Mullin, John M. Schmitt
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Patent number: 11081207Abstract: Aspects relate to calculating energy expenditure values from an apparatus configured to be worn on an appendage of a user. Steps counts may be quantified, such as by detecting arm swings peaks and bounce peaks in motion data. A search range of acceleration frequencies related to an expected activity may be established. Frequencies of acceleration data within a search range may be analyzed to identify one or more peaks, such as a bounce peak and an arm swing peak. Novel systems and methods may determine whether to utilize the arm swing data, bounce data, and/or other data or portions of data to quantify steps. The number of peaks (and types of peaks) may be used to choose a step frequency and step magnitude. At least a portion of the motion data may be classified into an activity category based upon the quantification of steps.Type: GrantFiled: July 29, 2020Date of Patent: August 3, 2021Assignee: NIKE, Inc.Inventors: Aaron B. Weast, Aaron K. Goodwin, James M. Mullin, John M. Schmitt
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Patent number: 11013959Abstract: Determining pace or speed based on sensor data may include determining an amount of contact time a user's foot has with a workout surface such as the ground. Contact time may be determined by identifying samples in the sensor data that correspond to various events such as a heelstrike, a toe-off and a subsequent heelstrike. In one example, these events may be identified by determining a sequence of three sample values (e.g., a triplet) that exceeds corresponding thresholds. The validity of an identified triplet (e.g., heelstrike, toe-off and heelstrike) may be confirmed by determining whether a difference between a last event sample and a middle event sample is greater than a difference between the middle event sample and an initial event sample. Once confirmed, a contact time may be determined from the triplet. A linear or non-linear relationship may then be applied to the contact time to determine a speed or pace.Type: GrantFiled: September 17, 2020Date of Patent: May 25, 2021Assignee: NIKE, Inc.Inventors: Aaron B. Weast, James M. Mullin
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Publication number: 20210001176Abstract: Determining pace or speed based on sensor data may include determining an amount of contact time a user's foot has with a workout surface such as the ground. Contact time may be determined by identifying samples in the sensor data that correspond to various events such as a heelstrike, a toe-off and a subsequent heelstrike. In one example, these events may be identified by determining a sequence of three sample values (e.g., a triplet) that exceeds corresponding thresholds. The validity of an identified triplet (e.g., heelstrike, toe-off and heelstrike) may be confirmed by determining whether a difference between a last event sample and a middle event sample is greater than a difference between the middle event sample and an initial event sample. Once confirmed, a contact time may be determined from the triplet. A linear or non-linear relationship may then be applied to the contact time to determine a speed or pace.Type: ApplicationFiled: September 17, 2020Publication date: January 7, 2021Inventors: Aaron B. Weast, James M. Mullin
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Publication number: 20200372968Abstract: Aspects relate to calculating energy expenditure values from an apparatus configured to be worn on an appendage of a user. Steps counts may be quantified, such as by detecting arm swings peaks and bounce peaks in motion data. A search range of acceleration frequencies related to an expected activity may be established. Frequencies of acceleration data within a search range may be analyzed to identify one or more peaks, such as a bounce peak and an arm swing peak. Novel systems and methods may determine whether to utilize the arm swing data, bounce data, and/or other data or portions of data to quantify steps. The number of peaks (and types of peaks) may be used to choose a step frequency and step magnitude. At least a portion of the motion data may be classified into an activity category based upon the quantification of steps.Type: ApplicationFiled: July 29, 2020Publication date: November 26, 2020Inventors: Aaron B. Weast, Aaron K. Goodwin, James M. Mullin, John M. Schmitt
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Patent number: 10814169Abstract: Determining pace or speed based on sensor data may include determining an amount of contact time a user's foot has with a workout surface such as the ground. Contact time may be determined by identifying samples in the sensor data that correspond to various events such as a heelstrike, a toe-off and a subsequent heelstrike. In one example, these events may be identified by determining a sequence of three sample values (e.g., a triplet) that exceeds corresponding thresholds. The validity of an identified triplet (e.g., heelstrike, toe-off and heelstrike) may be confirmed by determining whether a difference between a last event sample and a middle event sample is greater than a difference between the middle event sample and an initial event sample. Once confirmed, a contact time may be determined from the triplet. A linear or non-linear relationship may then be applied to the contact time to determine a speed or pace.Type: GrantFiled: March 5, 2019Date of Patent: October 27, 2020Assignee: NIKE, Inc.Inventors: Aaron B. Weast, James M. Mullin
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Patent number: 10729964Abstract: Activities, actions and events during user performance of physical activity may be detected using various algorithms and templates. Templates may include an arrangement of one or more states that may identify particular event types and timing between events. Templates may be specific to a particular type of activity (e.g., types of sports, drills, events, etc.), user, terrain, time of day and the like.Type: GrantFiled: November 27, 2019Date of Patent: August 4, 2020Assignee: NIKE, Inc.Inventors: SantoshKumar Balakrishnan, Jordan M. Rice, Steven H. Walker, Adam Carroll, Corey Dow-Hygelund, Aaron K. Goodwin, James M. Mullin, Tye L. Rattenbury, Joshua M. Rooke-Ley, John M. Schmitt
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Patent number: 10734094Abstract: Aspects relate to calculating energy expenditure values from an apparatus configured to be worn on an appendage of a user. Steps counts may be quantified, such as by detecting arm swings peaks and bounce peaks in motion data. A search range of acceleration frequencies related to an expected activity may be established. Frequencies of acceleration data within a search range may be analyzed to identify one or more peaks, such as a bounce peak and an arm swing peak. Novel systems and methods may determine whether to utilize the arm swing data, bounce data, and/or other data or portions of data to quantify steps. The number of peaks (and types of peaks) may be used to choose a step frequency and step magnitude. At least a portion of the motion data may be classified into an activity category based upon the quantification of steps.Type: GrantFiled: May 11, 2018Date of Patent: August 4, 2020Assignee: NIKE, Inc.Inventors: Aaron B. Weast, Aaron K. Goodwin, James M. Mullin, John M. Schmitt
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Publication number: 20200171371Abstract: Activities, actions and events during user performance of physical activity may be detected using various algorithms and templates. Templates may include an arrangement of one or more states that may identify particular event types and timing between events. Templates may be specific to a particular type of activity (e.g., types of sports, drills, events, etc.), user, terrain, time of day and the like.Type: ApplicationFiled: November 27, 2019Publication date: June 4, 2020Inventors: SantoshKumar Balakrishnan, Jordan M. Rice, Steven H. Walker, Adam Carroll, Corey Dow-Hygelund, Aaron K. Goodwin, James M. Mullin, Tye L. Rattenbury, Joshua M. Rooke-Ley, John M. Schmitt
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Patent number: 10525322Abstract: Activities, actions and events during user performance of physical activity may be detected using various algorithms and templates. Templates may include an arrangement of one or more states that may identify particular event types and timing between events. Templates may be specific to a particular type of activity (e.g., types of sports, drills, events, etc.), user, terrain, time of day and the like.Type: GrantFiled: July 11, 2019Date of Patent: January 7, 2020Assignee: NIKE, Inc.Inventors: SantoshKumar Balakrishnan, Jordan M. Rice, Steven H. Walker, Adam S. Carroll, Corey C. Dow-Hygelund, Aaron K. Goodwin, James M. Mullin, Tye L. Rattenbury, Joshua M. Rooke-Ley, John M. Schmitt
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Publication number: 20190329118Abstract: Activities, actions and events during user performance of physical activity may be detected using various algorithms and templates. Templates may include an arrangement of one or more states that may identify particular event types and timing between events. Templates may be specific to a particular type of activity (e.g., types of sports, drills, events, etc.), user, terrain, time of day and the like.Type: ApplicationFiled: July 11, 2019Publication date: October 31, 2019Inventors: SantoshKumar Balakrishnan, Jordan M. Rice, Steven H. Walker, Adam S. Carroll, Corey C. Dow-Hygelund, Aaron K. Goodwin, James M. Mullin, Tye L. Rattenbury, Joshua M. Rooke-Ley, John M. Schmitt
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Patent number: 10384113Abstract: Activities, actions and events during user performance of physical activity may be detected using various algorithms and templates. Templates may include an arrangement of one or more states that may identify particular event types and timing between events. Templates may be specific to a particular type of activity (e.g., types of sports, drills, events, etc.), user, terrain, time of day and the like.Type: GrantFiled: September 1, 2016Date of Patent: August 20, 2019Assignee: NIKE, Inc.Inventors: SantoshKumar Balakrishnan, Jordan M. Rice, Steven H. Walker, Adam S. Carroll, Corey C. Dow-Hygelund, Aaron K. Goodwin, James M. Mullin, Tye L. Rattenbury, Joshua M. Rooke-Ley, John M. Schmitt
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Publication number: 20190192910Abstract: Determining pace or speed based on sensor data may include determining an amount of contact time a user's foot has with a workout surface such as the ground. Contact time may be determined by identifying samples in the sensor data that correspond to various events such as a heelstrike, a toe-off and a subsequent heelstrike. In one example, these events may be identified by determining a sequence of three sample values (e.g., a triplet) that exceeds corresponding thresholds. The validity of an identified triplet (e.g., heelstrike, toe-off and heelstrike) may be confirmed by determining whether a difference between a last event sample and a middle event sample is greater than a difference between the middle event sample and an initial event sample. Once confirmed, a contact time may be determined from the triplet. A linear or non-linear relationship may then be applied to the contact time to determine a speed or pace.Type: ApplicationFiled: March 5, 2019Publication date: June 27, 2019Inventors: Aaron B. Weast, James M. Mullin
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Patent number: 10293239Abstract: Activities, actions and events during user performance of physical activity may be detected using various algorithms and templates. Templates may include an arrangement of one or more states that may identify particular event types and timing between events. Templates may be specific to a particular type of activity (e.g., types of sports, drills, events, etc.), user, terrain, time of day and the like.Type: GrantFiled: May 21, 2018Date of Patent: May 21, 2019Assignee: NIKE, Inc.Inventors: Santoshkumar Balakrishnan, Jordan M. Rice, Steven H. Walker, Adam S. Carroll, Corey C. Dow-Hygelund, Aaron K. Goodwin, James M. Mullin, Tye L. Rattenbury, Joshua M. Rooke-Ley, John M. Schmitt
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Patent number: 10265579Abstract: Determining pace or speed based on sensor data may include determining an amount of contact time a user's foot has with a workout surface such as the ground. Contact time may be determined by identifying samples in the sensor data that correspond to various events such as a heelstrike, a toe-off and a subsequent heelstrike. In one example, these events may be identified by determining a sequence of three sample values (e.g., a triplet) that exceeds corresponding thresholds. The validity of an identified triplet (e.g., heelstrike, toe-off and heelstrike) may be confirmed by determining whether a difference between a last event sample and a middle event sample is greater than a difference between the middle event sample and an initial event sample. Once confirmed, a contact time may be determined from the triplet. A linear or non-linear relationship may then be applied to the contact time to determine a speed or pace.Type: GrantFiled: August 19, 2016Date of Patent: April 23, 2019Assignee: NIKE, Inc.Inventors: Aaron B. Weast, James M. Mullin
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Publication number: 20180333611Abstract: Activities, actions and events during user performance of physical activity may be detected using various algorithms and templates. Templates may include an arrangement of one or more states that may identify particular event types and timing between events. Templates may be specific to a particular type of activity (e.g., types of sports, drills, events, etc.), user, terrain, time of day and the like.Type: ApplicationFiled: May 21, 2018Publication date: November 22, 2018Inventors: Santoshkumar Balakrishnan, Jordan M. Rice, Steven H. Walker, Adam S. Carroll, Corey C. Dow-Hygelund, Aaron K. Goodwin, James M. Mullin, Tye L. Rattenbury, Joshua M. Rooke-Ley, John M. Schmitt
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Publication number: 20180303874Abstract: Compositions and methods for preventing microbial infections are disclosed.Type: ApplicationFiled: November 30, 2017Publication date: October 25, 2018Inventors: James M. Mullin, Jonathan Raines
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Publication number: 20180260516Abstract: Aspects relate to calculating energy expenditure values from an apparatus configured to be worn on an appendage of a user. Steps counts may be quantified, such as by detecting arm swings peaks and bounce peaks in motion data. A search range of acceleration frequencies related to an expected activity may be established. Frequencies of acceleration data within a search range may be analyzed to identify one or more peaks, such as a bounce peak and an arm swing peak. Novel systems and methods may determine whether to utilize the arm swing data, bounce data, and/or other data or portions of data to quantify steps. The number of peaks (and types of peaks) may be used to choose a step frequency and step magnitude. At least a portion of the motion data may be classified into an activity category based upon the quantification of steps.Type: ApplicationFiled: May 11, 2018Publication date: September 13, 2018Inventors: Aaron B. Weast, Aaron K. Goodwin, James M. Mullin, John M. Schmitt
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Patent number: 9999806Abstract: Activities, actions and events during user performance of physical activity may be detected using various algorithms and templates. Templates may include an arrangement of one or more states that may identify particular event types and timing between events. Templates may be specific to a particular type of activity (e.g., types of sports, drills, events, etc.), user, terrain, time of day and the like.Type: GrantFiled: May 31, 2017Date of Patent: June 19, 2018Assignee: NIKE, Inc.Inventors: Santoshkumar Balakrishnan, Jordan M. Rice, Steven H. Walker, Adam S. Carroll, Corey C. Dow-Hygelund, Aaron K. Goodwin, James M. Mullin, Tye L. Rattenbury, Joshua M. Rooke-Ley, John M. Schmitt
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Patent number: 9996660Abstract: Aspects relate to calculating energy expenditure values from an apparatus configured to be worn on an appendage of a user. Steps counts may be quantified, such as by detecting arm swings peaks and bounce peaks in motion data. A search range of acceleration frequencies related to an expected activity may be established. Frequencies of acceleration data within a search range may be analyzed to identify one or more peaks, such as a bounce peak and an arm swing peak. Novel systems and methods may determine whether to utilize the arm swing data, bounce data, and/or other data or portions of data to quantify steps. The number of peaks (and types of peaks) may be used to choose a step frequency and step magnitude. At least a portion of the motion data may be classified into an activity category based upon the quantification of steps.Type: GrantFiled: July 24, 2017Date of Patent: June 12, 2018Assignee: NIKE, Inc.Inventors: Aaron B. Weast, Aaron K. Goodwin, James M. Mullin, John M. Schmitt