Quality of experience estimation
Technologies are generally described for estimating a quality of experience (QoE) based on movements of a mobile device in a telecommunication system. In some examples, a mobile device may include a detection unit configured to detect a first movement of the mobile device and a second movement of the mobile device, a timer configured to measure a time interval between the first movement and the second movement detected by the detection unit, and a decision unit configured to determine whether the first and second movements are related to telecommunication quality of the mobile device based on the time interval measured by the timer.
1. A mobile device comprising:
a detection unit configured to detect a first movement of the mobile device and a second movement of the mobile device;
a timer configured to measure a time interval between the first movement and the second movement detected by the detection unit; and
a decision unit configured to determine that telecommunication quality of the mobile device is being checked based on the first movement, the second movement, and the time interval between the first movement and the second movement being within a predetermined range, the predetermined range being adjusted based on a usage pattern of the mobile device.
2. The mobile device of claim 1 , further comprising:
a proximity sensor configured to detect a distance of an object from the proximity sensor,
wherein the detection unit is further configured to detect the first and second movements based on output of the proximity sensor.
3. The mobile device of claim 2 , wherein the detection unit is further configured to detect the first movement when the output of the proximity sensor is changed from a first signal to a second signal and detect the second movement when the output of the proximity sensor is changed from the second signal to the first signal, and
wherein the first signal is output from the proximity sensor when the object is positioned within a predetermined distance from the proximity sensor, and the second signal is output from the proximity sensor when the object is distanced away from the proximity sensor by a distance longer than the predetermined distance.
4. The mobile device of claim 1 , further comprising:
a motion sensor configured to sense the first and second movements of the mobile device and output a first signal and a second signal corresponding to the first movement and the second movement of the mobile device, respectively,
wherein the detection unit is further configured to detect the first movement and the second movement based on the first signal and the second signal.
5. The mobile device of claim 4 , wherein the first and second signals are vectors and are selected from a group consisting of velocity, acceleration, angular velocity and angular acceleration.
6. The mobile device of claim 1 , further comprising:
a display configured to display a user interface of the mobile device,
wherein the detection unit is further configured to detect the first movement and the second movement based on on/off status of the display.
7. The mobile device of claim 6 , wherein the detection unit is further configured to detect the first movement when the status of the display is changed from off-status to on-status and detect the second movement when the status of the display is changed from on-status to off-status.
8. A method for measuring telecommunication quality of a mobile device, the method comprising:
detecting a first movement of the mobile device;
detecting a second movement of the mobile device, the detecting the first movement of the mobile device and the detecting the second movement of the mobile device being based on an on/off status of a display of the mobile device;
measuring a time interval between the first movement and the second movement of the mobile device; and
determining that telecommunication quality of the mobile device is being checked based on the first movement, the second movement, and the time interval between the first movement and the second movement being within a predetermined range.
9. The method of claim 8 , wherein the predetermined range is adjusted based on usage pattern of the mobile device.
10. The method of claim 8 , further comprising:
receiving output of a proximity sensor configured to detect a distance of an object from the proximity sensor,
wherein the detecting the first movement of the mobile device and the detecting the second movement of the mobile device are based on the output of the proximity sensor.
11. The method of claim 10 , wherein the determining is further based on the output of the proximity sensor being changed from a first signal to a second signal and then the output of the proximity sensor being changed from the second signal to the first signal, and a second time interval between the changes of the output of the proximity sensor being within a second predetermined range, and
wherein the first signal is output from the proximity sensor when the object is positioned within a predetermined distance from the proximity sensor, and the second signal is output from the proximity sensor when the object is distanced away from the proximity sensor by a distance longer than the predetermined distance.
12. The method of claim 8 , further comprising:
receiving output of a motion sensor configured to sense a movement of the mobile device, and
wherein the detecting the first movement of the mobile device and the detecting the second movement of the mobile device are based on the output of the motion sensor.
13. The method of claim 12 , wherein the receiving further comprises receiving a first signal corresponding to the first movement and a second signal corresponding to the second movement, and the first and second signals are vectors and are selected from a group consisting of velocity, acceleration, angular velocity and angular acceleration.
14. The method of claim 13 , wherein the determining is further based on the sum of the first signal and the second signal being approximately zero.
15. The method of claim 8 , wherein the determining is further based on the status of the display being changed from off-status to on-status and then the status of the display being changed from on-status to off-status, and a second time interval between the changes of the on/off status of the display being within a second predetermined range.
16. The method of claim 8 , further comprising: reporting a result of the determining to a mobile service provider.
17. A non-transitory computer-readable storage medium whose contents, when executed by a processor, cause the processor to:
detect a first movement of a mobile device;
detect a second movement of the mobile device, the detection of the first movement of the mobile device and the detection of the second movement of the mobile device being based on an on/off status of a display of the mobile device;
measure a time interval between the first movement and the second movement of the mobile device; and
determine that telecommunication quality of the mobile device is being checked, based on the first movement, the second movement, and the time interval between the first movement and the second movement being within a predetermined range.