DEVICES, SYSTEMS, AND METHODS FOR MONITORING POSTURE VIA WEARABLE ARTICLES WITH FLEXIBLE CIRCUITS
A system configured to monitor a posture of a user is disclosed herein. The system can include a wearable article including a first flexible circuit including a trace including a deformable conductor, and a computing device configured to receive a first signal from the first flexible circuit, wherein the first signal is corresponds to a physical deformation of the first trace, determine a first electrical parameter based on the first signal, determine the posture of the user based on the determined electrical parameter, compare the determined posture of the user to a baseline for the user's posture, and cause a display communicably coupled to the computing device to present a visual representation of the comparison.
1 . A system configured to monitor a posture of a user, the system comprising:
a wearable article comprising a first flexible circuit, wherein the first flexible circuit comprises a first trace comprising a deformable conductor; and
a computing device communicably coupled to the wearable article, wherein the computing device comprises a processor and a memory configured to store instructions that, when executed by the processor, cause the processor to:
receive a first signal from the first flexible circuit, wherein the first signal corresponds to a physical deformation of the first trace;
determine a first electrical parameter based on the first signal;
determine the posture of the user based on the determined electrical parameter; and
compare the determined posture of the user to a baseline for the user's posture.
2 . The system of claim 1 , wherein, when executed by the processor, the instructions further cause the processor to:
cause a display communicably coupled to the computing device to present a visual representation of the comparison.
3 . The system of claim 2 , wherein, when executed by the processor, the instructions further cause the processor to:
transmit a signal configured to provide feedback to the user based on the comparison of the determined posture of the user to the baseline for the user's posture.
4 . The system of claim 3 , wherein the wearable article further comprises a feedback component configured to provide the user with the feedback in response to the transmitted signal.
5 . The system of claim 4 , wherein the feedback component comprises at least one of a light emitting diode, a haptic sensor, or a transducer, or combinations thereof.
6 . The system of claim 1 , wherein the baseline for the user's posture is calculated via an artificial intelligence algorithm based, at least in part, on a data lake comprising an aggregate of previously-generated data.
7 . The system of claim 6 , wherein, when executed by the processor, the instructions further cause the processor to:
update the baseline for the user's posture based on the received first signal.
8 . The system of claim 1 , wherein the wearable article further comprises a second flexible circuit, wherein the second flexible circuit comprises a second trace comprising a deformable conductor, and wherein, when executed by the processor, the instructions further cause the processor to:
receive a second signal from the second flexible circuit, wherein the second signal corresponds to a physical deformation of the second trace;
determine a second electrical parameter based on the second signal; and
determine the posture of the user based on the determined second electrical parameter.
9 . The system of claim 8 , wherein the first flexible circuit is arranged at a twenty degree angle relative to a vertical axis defined by the wearable article, and wherein the second flexible circuit is arranged at a twenty degree angle relative to the vertical axis defined by the wearable article.
10 . The system of claim 8 , wherein the first flexible circuit is arranged at a twenty degree angle relative to a vertical axis defined by the wearable article, and wherein the second flexible circuit is arranged at a zero degree angle relative to the vertical axis defined by the wearable article.
11 . The system of claim 8 , wherein the first flexible circuit is arranged at a twenty degree angle relative to a vertical axis defined by the wearable article, and wherein the second flexible circuit is arranged perpendicular relative to the first flexible circuit.
12 . A wearable article configured to monitor a posture of a user, the wearable article comprising:
a first flexible circuit, wherein the first flexible circuit comprises a first trace comprising a deformable conductor; and
wherein the wearable article is configured to be communicably coupled to a computing device, wherein the computing device comprises a processor and a memory configured to store instructions that, when executed by the processor, cause the processor to:
receive a first signal from the first flexible circuit, wherein the first signal is corresponds to a physical deformation of the first trace;
determine a first electrical parameter based on the first signal;
determine the posture of the user based on the determined electrical parameter;
compare the determined posture of the user to a baseline for the user's posture; and
cause a display communicably coupled to the computing device to present a visual representation of the comparison.
13 . The wearable article of claim 12 , further comprising a second flexible circuit, wherein the second flexible circuit comprises a second trace comprising a deformable conductor, and wherein, when executed by the processor, the instructions further cause the processor to:
receive a second signal from the second flexible circuit, wherein the second signal corresponds to a physical deformation of the second trace;
determine a second electrical parameter based on the second signal; and
determine the posture of the user based on the determined second electrical parameter.
14 . The wearable article of claim 13 , wherein the first flexible circuit is arranged at a first angle greater than or equal to fifteen degrees and less than or equal to twenty five degrees relative to a vertical axis defined by the wearable article, and wherein the second flexible circuit is arranged at a second angle greater than or equal to fifteen degrees and less than or equal to twenty five degrees relative to the vertical axis defined by the wearable article.
15 . The wearable article of claim 13 , wherein the first flexible circuit is arranged at about a twenty degree angle relative to a vertical axis defined by the wearable article, and wherein the second flexible circuit is arranged at about a twenty degree angle relative to the vertical axis defined by the wearable article.
16 . The wearable article of claim 13 , wherein the first flexible circuit is arranged at about a twenty degree angle relative to a vertical axis defined by the wearable article, and wherein the second flexible circuit is arranged at about a zero degree angle relative to the vertical axis defined by the wearable article.
17 . The wearable article of claim 13 , wherein the first flexible circuit is arranged at a twenty degree angle relative to a vertical axis defined by the wearable article, and wherein the second flexible circuit is arranged perpendicular relative to the first flexible circuit.
18 . A computer-implemented method of monitoring a posture of a user via a wearable article comprising a first flexible circuit, wherein the first flexible circuit comprises a first trace comprising a deformable conductor, the method comprising:
receiving, via a processor, a first signal from the first flexible circuit, wherein the first signal corresponds to a physical deformation of the first trace;
determining, via the processor, a first electrical parameter based on the first signal;
determining, via the processor, a posture of the user based on the determined electrical parameter;
comparing, via the processor, the determined posture of the user to a baseline for the user's posture; and
causing, via the processor, a display communicably coupled to the processor to present a visual representation of the comparison.
19 . The computer-implemented method of claim 18 , further comprising:
transmitting, via the processor, a signal configured to provide feedback to the user based on the comparison of the determined posture of the user to the baseline for the user's posture.
20 . The computer-implemented method of claim 18 , further comprising:
calculating, via an artificial intelligence algorithm, the baseline for the user's posture based, at least in part, on a data lake comprising an aggregate of previously-generated data.
21 . The computer-implemented method of claim 20 , further comprising:
updating, via the processor, the baseline for the user's posture based on the received first signal.
22 . The computer-implemented method of claim 18 , wherein the wearable article further comprises a second flexible circuit, wherein the second flexible circuit comprises a second trace comprising a deformable conductor, and wherein the method further comprises:
receiving, via the processor, a second signal from the second flexible circuit, wherein the second signal is corresponds to a physical deformation of the second trace;
determining, via the processor, a second electrical parameter based on the second signal; and
determining, via the processor, the posture of the user based on the determined second electrical parameter.