Patent ID: 11918856
Assignee: UNDER ARMOUR, INC.
Field: Medical technology (Instruments)
Classification: CPC A  G | IPC A  G

Claim 16:
17. The method of claim 16, wherein:
the machine learning model comprises a neural network regression model,
the movement data includes acceleration data corresponding to an acceleration of the user,
the feature data comprises at least one of a mean acceleration, a median acceleration, a root mean square acceleration, a maximum acceleration, and a minimum acceleration, and
the method further comprises
receiving, at the personal electronic device, at least one of raw stride length data corresponding to a stride length of the user from the subset of the movement data, raw cadence data corresponding to a cadence of the user from the subset of the movement data, and raw ground contact time data corresponding to a ground contact time of the user from the subset of the movement data,
wherein at least one of the raw stride length data, the raw cadence data, and the raw ground contact time data are applied to the machine learning model to determine the movement variable data, the at least one movement variable further comprising at least one of an estimated cadence of the user and an estimated ground contact time of the user.