Mode control method and device using movement pattern characteristics of user
Disclosed in certain embodiments is a device including a sensor module, a display, a memory and a processor. The processor may be configured to obtain sensing data from the sensor module, analyze the movement pattern of a user on the basis of the obtained sensing data, estimate movement characteristic information on the basis of the analysis result of the movement pattern, identify the operation mode of the electronic device on the basis of the movement characteristic information, and analyze activity information about the user on the basis of the identified operation mode so as to display same using the display. A method thereof is also disclosed and various other embodiments are also possible.
1. An electronic device comprising:
a sensor module;
a display;
a communication module;
memory storing instructions; and
a processor, wherein the instructions that, when executed by the processor, cause the electronic device to:
obtain sensing data from the sensor module;
analyze a movement pattern of a user including a walking pattern or a stroke pattern based on the obtained sensing data;
identify an operation mode of the electronic device as a first operation mode when the movement pattern of the user is analyzed as the walking pattern;
identify whether there is a connection with an external device corresponding to a walking assist device through the communication module,
identify the operation mode of the electronic device as a second operation mode when there is no connection with the external device,
identify the operation mode of the electronic device as a third operation mode when there is the connection with the external device; and
analyze activity information of the user based on the identified operation mode to display the activity information using the display.
2. The electronic device of claim 1 , wherein the instructions, when executed by the processor, cause the electronic device to:
extract a pattern characteristic from the sensing data obtained for a predetermined time and identify whether the extracted pattern characteristic corresponds to at least one of the walking pattern or the stroke pattern.
3. The electronic device of claim 1 , wherein the instructions, when executed by the processor, cause the electronic device to calculate a left/right symmetry level, an up/down symmetry level, or a regularity level by analyzing the walking pattern and identify the operation mode of the electronic device as at least one the first operation mode, the second operation mode, or the third operation mode, based on at least one of the calculated left/right symmetry level, up/down symmetry level, and/or regularity level.
4. The electronic device of claim 3 , wherein, when the left/right symmetry level, the up/down symmetry level, or the regularity level exceeds a reference value, the instructions, when executed by the processor, cause the electronic device to identify the operation mode of the electronic device as the first operation mode.
5. The electronic device of claim 3 , wherein, when the left/right symmetry level, the up/down symmetry level, or the regularity level is equal to or smaller than a reference value, the instructions, when executed by the processor, cause the electronic device to identify the operation mode of the electronic device as the second operation mode or the third operation mode.
6. The electronic device of claim 1 , wherein the instructions, when executed by the processor, cause the electronic device to calculate at least one of a Ground Contact Time (GCT) signal, x, y, and z values of an acceleration signal, and/or an acceleration variance value from the obtained sensing data, and analyze the movement pattern, based on at least one of the calculated GCT signal, the x, y, and z values of the acceleration signal, and/or the acceleration variance value.
7. The electronic device of claim 6 , wherein the instructions, when executed by the processor, cause the electronic device to identify at least one of symmetry, regularity, and/or undulation, based on at least one of the GCT signal, the x, y, and z values of the acceleration signal, and/or the acceleration variance value.
8. The electronic device of claim 1 , wherein the instructions, when executed by the processor, cause the electronic device to control a function engine, based on the identified operation mode and collect the activity information using the function engine.
9. The electronic device of claim 1 , wherein the instructions, when executed by the processor, cause the electronic device to determine different parameters for different operation modes of the electronic device and apply a parameter corresponding to the identified operation mode to the activity information.
10. The electronic device of claim 1 , wherein the instructions, when executed by the processor, cause the electronic device to analyze a change in a walking pattern of the user, based on the obtained sensing data and display different pieces of activity information according to the change in the walking pattern.
11. The electronic device of claim 1 , wherein the instructions, when executed by the processor, cause the electronic device to:
based on location information of the electronic device for a predetermined time, configure a mode control area corresponding to the location information, and
store the configured mode control area in the memory.
12. The electronic device of claim 11 , wherein the instructions, when executed by the processor, cause the electronic device to change the operation mode of the electronic device corresponding to the location information, based on at least one of the mode control area stored in the memory and/or a mode switching history.
13. A method of operating an electronic device comprising:
acquiring sensing data from a sensor module of the electronic device;
analyzing a movement pattern of a user, based on the acquired sensing data;
identifying an operation mode of the electronic device, as a first operation mode when the movement pattern of the user is analyzed as walking pattern;
identifying whether there is a connection with an external device corresponding to a walking assist device through a communication module,
identifying the operation mode of the electronic device as a second operation mode when there is no connection with the external device,
identifying the operation mode of the electronic device as a third operation mode when there is the connection with the external device; and
analyzing activity information of the user, based on the identified operation mode to display the activity information using a display of the electronic device.