System and method for monitoring safety and productivity of physical tasks
Methods and systems for monitoring workplace safety and evaluating risks is provided, the method comprising receiving signals from at least one wearable device, identifying portions of the signals corresponding to physical activities, excerpting the portions of the signals corresponding to the physical activities, and calculating risk metrics based on measurements extracted from the excerpted portions of the signals, the risk metric indicative of high risk lifting activities.
1. A computer-based method for calibrating a wearable device comprising:
determining that an actual physical posture or physical activity of a user wearing the wearable device corresponds to a known physical posture or physical activity;
receiving, at a processor, a first signal from the wearable device generated from an ongoing dynamic activity of the wearable device over time;
identifying, in the first signal, a calibration signal segment corresponding to an expected pattern for a calibration activity; and
identifying a device location relative to the user based on a variance between the calibration signal segment and the expected pattern,
wherein determining that the physical posture or physical activity of the user wearing the wearable device corresponds to the known physical posture or physical activity comprises recording an indication by the user that the user is in a predetermined physical posture.
2. The computer-based method of claim 1 , wherein the device location is a left or ride side of the user's body or a position above or below the user's hips.
3. The computer-based method of claim 1 , wherein the device location is an offset relative to the user's hip indicating that the device is forwards or backwards from the user's hip.
4. The computer-based method of claim 1 , further comprising alerting the user if the device location relative to the user does not correspond to an expected device location relative to the user.
5. The computer-based method of claim 1 , wherein the calibration activity is walking.
6. The computer-based method of claim 1 , wherein the indication by the user is tapping the device or pressing a button on the device.
7. The computer-based method of claim 1 , wherein the indication by the user is the performance of the predetermined physical activity.
8. The computer-based method of claim 1 , wherein the device location is one of the user's chest, torso, or neck.
9. The computer-based method of claim 1 , wherein upon identifying the device location, the method alerts the user to indicate a result of the identification.
10. The computer-based method of claim 1 , wherein the indication by the user is the fixation of the wearable device to the user.
11. The computer-based method of claim 1 , wherein the indication by the user is the closure of a clip for fixing the wearable device to the user.
12. The computer-based method of claim 1 further comprising:
identifying, in the first signal or in the adjusted first signal, a signal segment corresponding to a known category of calibration error or device orientation error, and initiating a recalibration sequence, wherein the known category of calibration error or device orientation error is identified based on measuring the orientation of the device with respect to gravity or the earth's magnetic field.
13. A computer-based method for calibrating a wearable device comprising:
determining that an actual physical posture or physical activity of a user wearing the wearable device corresponds to a known physical posture or physical activity;
receiving, at a processor, a first signal from the wearable device generated from an ongoing dynamic activity of the wearable device over time;
initiating a calibration sequence, the calibration sequence including recording, at a memory, offsets in the first signal relative to an expected value of the first signal corresponding to the known physical posture;
incorporating the offsets into an adjusted first signal;
identifying, in a portion of the adjusted first signal following the calibration window, a signal segment corresponding to a physical activity; and
identifying the physical activity from a plurality of potential physical activities based on the signal segment,
wherein determining that the actual physical posture or physical activity of the user wearing the wearable device corresponds to the known physical posture or physical activity comprises recording an indication by the user that the user is in a predetermined physical posture.
14. The computer-based method of claim 13 , wherein the indication by the user is tapping the device or pressing a button on the device.
15. The computer-based method of claim 13 , wherein the indication by the user is the performance of the predetermined physical activity.
16. The computer-based method of claim 13 , wherein the indication by the user is the fixation of the wearable device to the user.
17. The computer-based method of claim 13 , wherein the indication by the user is by way of a capacitive surface of the wearable device or an associated clip.
18. The computer-based method of claim 13 , wherein upon completion of the calibration sequence, the method alerts the user to indicate a result of the calibration sequence.
19. The computer-based method of claim 18 , wherein the alert to the user is an instruction to correct a mounting position of the wearable device.
20. The computer-based method of claim 13 , further comprising:
identifying, in the first signal or in the adjusted first signal, a signal segment corresponding to a known category of calibration error or device orientation error; and
initiating the calibration sequence,
wherein the known category of calibration error or device orientation error is identified based on measuring the orientation of the device with respect to gravity or the earth's magnetic field.
21. The computer-based method of claim 13 , wherein the indication by the user is the closure of a clip for fixing the wearable device to the user.
22. A computer-based method for calibrating a wearable device comprising:
determining that an actual physical posture or physical activity of a user wearing the wearable device corresponds to a known physical posture or physical activity;
receiving, at a processor, a first signal from the wearable device generated from an ongoing dynamic activity of the wearable device over time;
identifying, in the first signal, a calibration signal segment corresponding to an expected pattern for a calibration activity; and
identifying a device location relative to the user based on a variance between the calibration signal segment and the expected pattern,
wherein determining that the actual physical posture or physical activity of the user wearing the wearable device corresponds to the known physical posture or physical activity comprises instructing the user to conform to an initial posture and indicate the assumption of that initial posture, wherein the indication is the fixation of the wearable device to the user or the closure of a clip for fixing the wearable device to the user.
23. A computer-based method for calibrating a wearable device comprising:
determining that an actual physical posture or physical activity of a user wearing the wearable device corresponds to a known physical posture or physical activity;
receiving, at a processor, a first signal from the wearable device generated from an ongoing dynamic activity of the wearable device over time;
identifying, in the first signal, a signal segment corresponding to a known category of calibration error or device orientation error, wherein the known category of calibration error or device orientation error is identified based on measuring the orientation of the device with respect to gravity or the earth's magnetic field;
initiating a calibration sequence, the calibration sequence including recording, at a memory, offsets in the first signal relative to an expected value of the first signal corresponding to the known physical posture;
incorporating the offsets into an adjusted first signal;
identifying, in a portion of the adjusted first signal following the calibration window, a signal segment corresponding to a physical activity; and
identifying the physical activity from a plurality of potential physical activities based on the signal segment.
24. A computer-based method for calibrating a wearable device comprising:
determining that an actual physical posture or physical activity of a user wearing the wearable device corresponds to a known physical posture or physical activity;
receiving, at a processor, a first signal from the wearable device generated from an ongoing dynamic activity of the wearable device over time;
initiating a calibration sequence, the calibration sequence including recording, at a memory, offsets in the first signal relative to an expected value of the first signal corresponding to the known physical posture;
incorporating the offsets into an adjusted first signal;
identifying, in a portion of the adjusted first signal following the calibration window, a signal segment corresponding to a physical activity; and
identifying the physical activity from a plurality of potential physical activities based on the signal segment,
wherein determining that the actual physical posture or physical activity of the user wearing the wearable device corresponds to the known physical posture or physical activity comprises instructing the user to conform to an initial posture and indicate the assumption of that initial posture, wherein the indication is the fixation of the wearable device to the user or the closure of a clip for fixing the wearable device to the user.