Abstract: Training at the proper level of effort is important for athletes whose objective is to achieve the best results in the least time. In running, for example, pace is often monitored. However, pace alone does not reveal specific issues with regard to running form, efficiency, or technique, much less inform how training should be modified to improve performance or fitness. A sensing system and wearable sensor platform described herein provide real-time feedback to a user/wearer of his power expenditure during an activity. In one example, the system includes an inertial measurement unit (IMU) for acquiring multi-axis motion data at a first sampling rate, and an orientation sensor to acquire orientation data at a second sampling rate that is varied based on the multi-axis motion data.

Abstract: Training at the proper level of effort is important for athletes whose objective is to achieve the best results in the least time. In running, for example, pace is often monitored. However, pace alone does not reveal specific issues with regard to running form, efficiency, or technique, much less inform how training should be modified to improve performance or fitness. A sensing system and wearable sensor platform described herein provide real-time feedback to a user/wearer of his power expenditure during an activity. In one example, the system includes an inertial measurement unit (IMU) for acquiring multi-axis motion data at a first sampling rate, and an orientation sensor to acquire orientation data at a second sampling rate that is varied based on the multi-axis motion data.

Abstract: The technology relates to measurement systems and methods for measure kinematic data of an athlete during athletic activities. In an example, the system includes a housing that includes an accelerometer and a gyroscope; at least one processor; and at least one memory. The system performs operations including generating kinematic data for the athlete during the athletic activity; detecting an occurrence of a feedback trigger condition; surfacing a feedback request for a natural language response from the athlete during the athletic activity; receiving a natural language response from the athlete during the athletic activity; generating an athlete-response prompt for a generative artificial intelligence (AI) model; providing the athlete-response prompt as input to the generative AI model; receiving, from the generative AI model in response to the athlete-response prompt, a standardized tag for the defined categories; and tagging the kinematic data with the standardized tag.

Abstract: Systems and methods for determining the impact of air resistance on the power being produced by a body motion are disclosed. In one aspect, a method includes measuring positions and orientations of a portion of the body in motion. The method further includes measuring pressure experienced by the portion of the body in motion. The motion further includes calculating a static pressure based on the measured pressures and correlated position and orientation measurements. The method further includes calculating a maximum pressure and calculating an air induced power exerted on the body in motion.

Abstract: Training at the proper level of effort is important for athletes whose objective is to achieve the best results in the least time. In running, for example, pace is often monitored. However, pace alone does not reveal specific issues with regard to running form, efficiency, or technique, much less inform how training should be modified to improve performance or fitness. A sensing system and wearable sensor platform described herein provide real-time feedback to a user/wearer of his power expenditure during an activity. In one example, the system includes an inertial measurement unit (IMU) for acquiring multi-axis motion data at a first sampling rate, and an orientation sensor to acquire orientation data at a second sampling rate that is varied based on the multi-axis motion data.

Abstract: The technology relates to a measurement system that is retained by an athlete during an athletic activity. In an example, the measurement system includes a housing that includes: an accelerometer; a gyroscope; at least one processor; and at least one memory, the at least one memory storing instructions that, when executed by the at least one processor cause the system to perform operations. In an example, the operations include receiving accelerometer data and gyroscope data generated by the accelerometer and the gyroscope during a ground-contact portion of a stride; generating one or more impact metrics based on at least one of the accelerometer data or the gyroscope data; generating a real-time pacing value based on the generated one or more impact metrics; and causing a physical output based on the generated real-time pacing value.

Abstract: Systems and methods for determining the impact of air resistance on the power being produced by a body motion are disclosed. In one aspect, a method includes measuring positions and orientations of a portion of the body in motion. The method further includes measuring pressure experienced by the portion of the body in motion. The motion further includes calculating a static pressure based on the measured pressures and correlated position and orientation measurements. The method further includes calculating a maximum pressure and calculating an air induced power exerted on the body in motion.

Abstract: Training at the proper level of effort is important for athletes whose objective is to achieve the best results in the least time. In running, for example, pace is often monitored. However, pace alone does not reveal specific issues with regard to running form, efficiency, or technique, much less inform how training should be modified to improve performance or fitness. A sensing system and wearable sensor platform described herein provide real-time feedback to a user/wearer of his power expenditure during an activity. In one example, the system includes an inertial measurement unit (IMU) for acquiring multi-axis motion data at a first sampling rate, and an orientation sensor to acquire orientation data at a second sampling rate that is varied based on the multi-axis motion data.

Abstract: An interchangeable heel for a shoe wherein the interchangeable heel includes a removable heel sleeve and a heel post which is mounted on the shoe wherein the heel sleeve is releasably mounted on the heel post by an opposed lock mechanism which includes a catch mechanism on one side of the interchangeable heel and a biasing mechanism on an opposite side of the interchangeable heel wherein the biasing mechanism includes a biasing member which is provided on the heel post wherein the biasing member is arranged to engage the removable heel sleeve; a shoe having the interchangeable heel; and a removable heel sleeve for use in the interchangeable heel according to the invention.

Abstract: Training at the proper level of effort is important for athletes whose objective is to achieve the best results in the least time. In running, for example, pace is often monitored. However, pace alone does not reveal specific issues with regard to running form, efficiency, or technique, much less inform how training should be modified to improve performance or fitness. A sensing system and wearable sensor platform described herein provide real-time feedback to a user/wearer of his power expenditure during an activity. In one example, the system includes an inertial measurement unit (IMU) for acquiring multi-axis motion data at a first sampling rate, and an orientation sensor to acquire orientation data at a second sampling rate that is varied based on the multi-axis motion data.

Abstract: Training at the proper level of effort is important for athletes whose objective is to achieve the best results in the least time. In running, for example, pace is often monitored. However, pace alone does not reveal specific issues with regard to running form, efficiency, or technique, much less inform how training should be modified to improve performance or fitness. A sensing system and wearable sensor platform described herein provide real-time feedback to a user/wearer of his power expenditure during an activity. In one example, the system includes an inertial measurement unit (IMU) for acquiring multi-axis motion data at a first sampling rate, and an orientation sensor to acquire orientation data at a second sampling rate that is varied based on the multi-axis motion data.

Abstract: A heat response monitor, comprises an accelerometer, a core temperature sensor, an estimation device, and an enabler. The estimation device uses accelerometry-based functionality to provide a gait-based heat stroke risk score, and the estimation device uses an estimated core temperature of a wearer of the core temperature sensor, to provide an estimated core temperature-based heat stroke risk score. The gait-based heat stroke risk score and the estimated core temperature-based heat stroke risk score are used to determine if a wearer of the heat response monitor is in risk of heat injury.

Abstract: An interchangeable heel for a shoe wherein the interchangeable heel includes a removable heel sleeve and a heel post which is mounted on the shoe wherein the heel sleeve is releasably mounted on the heel post by an opposed lock mechanism which includes a catch mechanism on one side of the interchangeable heel and a biasing mechanism on an opposite side of the interchangeable heel wherein the biasing mechanism includes a biasing member which is provided on the heel post wherein the biasing member is arranged to engage the removable heel sleeve; a shoe having the interchangeable heel; and a removable heel sleeve for use in the interchangeable heel according to the invention.

Abstract: A pod for storing and dispensing a beverage preparation ingredient during a dispensing operation. The pod comprises a body defining a cavity for storing the beverage preparation ingredient, said body comprising a dispensing side and a closed side, and at least one side wall extending from the closed side to the dispensing side; and an actuation member contained within said cavity. The actuation member is configured to cause an opening to be formed between said cavity and a region outside the pod when actuated. The opening is formed around a perimeter of a dispensing surface of the pod at a junction formed between the at least one side wall and the dispensing surface, the dispensing surface being provided at the dispensing side of the body.

Abstract: A dispensing apparatus for dispensing a beverage preparation ingredient from a pod. The dispensing apparatus comprises a pod support region configured to support a pod, an actuator configured to engage with a corresponding actuator engagement region of the pod, and a rotation mechanism for rotating the pod. The apparatus is configured to cause the actuation member to cause an opening to be formed in a pod supported by the pod support region. The apparatus is further configured to cause the rotation mechanism to cause the pod to rotate about an axis of rotation during a dispensing operation, so as to cause the beverage preparation ingredient to be released from the pod via said opening.

Abstract: A pod for storing and dispensing a beverage preparation ingredient during a dispensing operation. The pod comprises a body defining a cavity for storing the beverage preparation ingredient, said body comprising a dispensing side and a closed side, and at least one side wall extending from the closed side to the dispensing side; and an actuation member contained within said cavity. The actuation member is configured to cause an opening to be formed between said cavity and a region outside the pod when actuated. The opening is formed around a perimeter of a dispensing surface of the pod at a junction formed between the at least one side wall and the dispensing surface, the dispensing surface being provided at the dispensing side of the body.

Abstract: Systems and methods for determining the impact of air resistance on the power being produced by a body motion are disclosed. In one aspect, a method includes measuring positions and orientations of a portion of the body in motion. The method further includes measuring pressure experienced by the portion of the body in motion. The motion further includes calculating a static pressure based on the measured pressures and correlated position and orientation measurements. The method further includes calculating a maximum pressure and calculating an air induced power exerted on the body in motion.

Abstract: Training at the proper level of effort is important for athletes whose objective is to achieve the best results in the least time. In running, for example, pace is often monitored. However, pace alone does not reveal specific issues with regard to running form, efficiency, or technique, much less inform how training should be modified to improve performance or fitness. A sensing system and wearable sensor platform described herein provide real-time feedback to a user/wearer of his power expenditure during an activity. In one example, the system includes an inertial measurement unit (IMU) for acquiring multi-axis motion data at a first sampling rate, and an orientation sensor to acquire orientation data at a second sampling rate that is varied based on the multi-axis motion data.

Abstract: A pod for storing and dispensing a beverage preparation ingredient during a dispensing operation. The pod comprises a body defining a cavity for storing the beverage preparation ingredient, said body comprising a dispensing side and a closed side, and at least one side wall extending from the closed side to the dispensing side; and an actuation member contained within said cavity. The actuation member is configured to cause an opening to be formed between said cavity and a region outside the pod when actuated. The opening is formed around a perimeter of a dispensing surface of the pod at a junction formed between the at least one side wall and the dispensing surface, the dispensing surface being provided at the dispensing side of the body.

Abstract: A dispensing apparatus for dispensing a beverage preparation ingredient from a pod. The dispensing apparatus comprises a pod support region configured to support a pod, an actuator configured to engage with a corresponding actuator engagement region of the pod, and a rotation mechanism for rotating the pod. The apparatus is configured to cause the actuation member to cause an opening to be formed in a pod supported by the pod support region. The apparatus is further configured to cause the rotation mechanism to cause the pod to rotate about an axis of rotation during a dispensing operation, so as to cause the beverage preparation ingredient to be released from the pod via said opening.