... | ... | @@ -30,13 +30,13 @@ It is important to mention for users of this wristband that: |
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### Motion Detection
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The wristband uses an accelerometer to identify its slope. Since it is attached to the user's wrist, the degree of tilt on the 3 axes (X, Y and Z) can be used to indicate whether the user's hand is close to their face or not. If a sequence of angles detected by the bracelet matches a hand-to-face movement, it will vibrate. Therefore, the mere fact that it is close to the user's face does not trigger the vibrating motor.
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The wristband uses an accelerometer to identify its slope. Since it is attached to the user's wrist, the degree of tilt on the 3 axes (X, Y and Z) can be used to indicate whether the user's hand is close to their face or not. If a sequence of angles detected by the wristband matches a hand-to-face movement, it will vibrate. Therefore, the mere fact that it is close to the user's face does not trigger the vibrating motor.
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<img src="https://gitlab.devtag.com.br/davi/pulseira-covid19/-/raw/master/wiki/images/rann.svg" width="500">
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The figure above shows the recurrent neural network used to predict the user's hand movements. This network is fed with the data from x, y and z axes of the accelerometer and the output of the network at the previous time. After the training, the network is able to predict a hand-to-face movement with a hit rate of approximately 90% [6].
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It is important to emphasize that at certain times the device may present false positives, i.e., when the bracelet vibrates in non-touch movements, or false negatives, when it does not vibrate in touch movements. User can adjust sensitivity to decrease the amount of false positives or false negatives. To adjust this sensitivity, use the wristband app described in the next sections.
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It is important to emphasize that at certain times the device may present false positives, i.e., when the wristband vibrates in non-touch movements, or false negatives, when it does not vibrate in touch movements. User can adjust sensitivity to decrease the amount of false positives or false negatives. To adjust this sensitivity, use the wristband app described in the next sections.
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### Wrist Positioning
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<img src="https://gitlab.devtag.com.br/davi/pulseira-covid19/-/raw/master/wiki/images/uso_mao_dir.png" height="200">
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... | ... | @@ -49,7 +49,7 @@ Note in the images above that there is a correct orientation of the wristband on |
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### Switching Function
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Currently the wristband has two functions: **Avoid hand-to-face contact**, **chew time control** and **sleep activity monitoring**. To switch between these three functions, rotate the wristband around your wrist repeatedly as illustrated in the image below. The wristband will vibrate 3 times to indicate that function 3 (sleep) has been activated, 2 times for function 2 (chew) or 1 time to indicate function 1 (touch) has been activated. These functions are disabled by default. Configure the wristband by connecting it to a computer through the USB port.
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Currently the wristband has three functions: **Avoid hand-to-face contact**, **chew time control** and **sleep activity monitoring**. To switch between these three functions, rotate the wristband around your wrist repeatedly as illustrated in the image below. The wristband will vibrate 3 times to indicate that function 3 (sleep) has been activated, 2 times for function 2 (chew) or 1 time to indicate function 1 (touch) has been activated. These functions are disabled by default. Configure the wristband by connecting it to a computer through the USB port.
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<img src="https://gitlab.devtag.com.br/davi/pulseira-covid19/-/raw/master/wiki/images/change_func.gif" width="300">
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... | ... | @@ -77,7 +77,7 @@ To configure the wristband you need to install the app. Download for free from t |
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9. Collects accelerometer data and stores it in a file. This function is useful for those who want to train their own Artificial Neural Network.
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10. Set the wrist on which the bracelet will be used.
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10. Set the wrist on which the wristband will be used.
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11. Sets the intensity of the wristband vibrator motor.
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... | ... | @@ -95,7 +95,7 @@ To configure the wristband you need to install the app. Download for free from t |
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16. Enables/Disables the **Fork** function of the wristband. This function monitors the user's chewing time.
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17. Defines the operating mode of the fork function. In **Teacher mode**, the bracelet vibrates at preset intervals. Use this mode to reach your goal, the bigger the better. In **Supervisor mode**, the wristband will only supervise if the interval between bites is longer than specified. The wristband will vibrate only when the range is shorter.
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17. Defines the operating mode of the fork function. In **Teacher mode**, the wristband vibrates at preset intervals. Use this mode to reach your goal, longer is better. In **Supervisor mode**, the wristband will supervise the interval between bites and vibrate if this interval is less than specified in field 18.
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18. Minimum interval in seconds for bites to occur.
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