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US 10,307,086 B2Granted
Gait measurement with 3-axes accelerometer/gyro in mobile devices
AssigneeHong Kong Baptist University
InventorJeffrey Tai Kin Cheung
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Abstract
The present invention relates to a method of gait measurement using tri-axial accelerometer/gyro in mobile devices. In particular, the present invention relates to a method of gait measurement using tri-axial accelerometer/gyro in mobile devices for monitoring and improving the physical movement of a moving subject.
Claims15
A method for real-time measurement of gait imperfection in a human subject, the method comprising:
- placing a mobile communication device against a lower back of said human subject, wherein the mobile communication device is equipped with a tri-axial accelerometer or a gyro;
- measuring in real-time under a sampling frequency, by the mobile communication device, walking, heaving and lateral movements of said human subject, wherein the sample frequency is determined based on a movement pattern of the human subject;
- constructing in real-time a signature of said subject based on movements measured by the mobile communication device;
- wherein the signature is a three-dimensional trajectory in orthogonal directions of said subject's center of gravity's acceleration trajectory, the three-dimensional trajectory comprising direction and magnitude of acceleration components of the movements, and phase relationships between the acceleration components of the movements in different directions;
- constructing in real-time a power level (Wij) dispensed by said subject to keep balance during motion quantitatively based on said signature by computing a summation of forces associated with individual segments along a trajectory of the center of gravity of said subject divided by a total measurement time;
- and
- generating an output to indicate the gait imperfection in the human subject, wherein the generated output comprises the constructed signature and the constructed power level.
4 more elements
An apparatus for real-time measurement of gait imperfection in a human subject comprising:
- a mobile communication device having a tri-axial accelerometer or a gyro placed against a lower back of said human subject and configured to measure in real-time under a sampling frequency walking, heaving and lateral movements of said human subject, wherein the sample frequency is determined based on a movement pattern of the human subject;
- a computer processor configured to:
- constructing in real-time a signature of said subject based on movements measured by the mobile communication device;
- wherein the signature is a three-dimensional trajectory in orthogonal directions of said human subject's center of gravity's acceleration trajectory, the three-dimensional trajectory comprising direction and magnitude of acceleration components of the movements, and phase relationship between the acceleration components of the movements in different directions;
- and
- constructing in real-time a power level dispensed by said human subject to keep balance during motion quantitatively based on said signature by computing a summation of forces associated with individual segments along a trajectory of the center of gravity of said human subject divided by a total measurement time;
- and
- generating an output to indicate the gait imperfection in the human subject, wherein the generated output comprises the constructed signature and the constructed power level.
5 more elements
Dependencies are inferred from the claim text.