Determining a location of a mobile device
View Patent ↗A method and an apparatus for determining a location of a mobile device. The location of a mobile device is determined accurately according to information which includes call data records of the mobile device. By employing a partial ellipse integral model, two physical world factors are taken into consideration in reducing the location uncertainty in call data records. The factors include: spatiotemporal constraints of the device's movement in the physical world and the telecommunication cell area's geometry information, which increase the accuracy of determining the location of a mobile device.
1. A method for determining a location of a mobile device, comprising:
analyzing call data records of the mobile device to determine a first cell where the mobile device resided and time which the mobile device spent in moving from the first cell to a second cell;
determining probability densities that the mobile device was located at respective locations within the first cell, based on a moving speed of the mobile device and the time;
determining a maximum movement distance of the mobile device, based on the moving speed of the mobile device and the time, wherein the moving speed of the mobile device is a maximum allowable moving speed of the mobile device; and
determining possible locations of the mobile device within the first cell, according to the probability densities.
2. The method of claim 1 , wherein the call data records include at least a first call data record generated when the mobile device was located in the first cell and a second call data record generated in response to the mobile device moving from the first cell to a common boundary between the first cell and the second cell.
3. The method of claim 2 , wherein the first call data record includes a first time at which the mobile device was located in the first cell, the second call data record includes a second time at which the mobile device moved to the common boundary between the first cell and the second cell, and the time which the mobile device spent in moving from the first cell to the second cell is a difference between the second time and the first time.
4. The method of claim 3 , wherein the call data records are directly at a continuous call, during which the mobile device moved from the first cell to the second cell.
5. The method of claim 1 , wherein the determining probability densities that the mobile device was located at respective locations within the first cell, based on a moving speed of the mobile device and the time further includes:
establishing an error ellipse, with a first location within the first cell and a second location on the common boundary between the first cell and the second cell being focuses, and with the maximum movement distance as a length of a major axis of the error ellipse; and
determining the probability densities that the mobile device was located at the respective locations within the first cell, according to a probability density function denoting probability densities that the mobile device was located at respective locations within a common region between the error ellipse and the first cell and a joint distribution function of the first location within the first cell and the second location on the common boundary.
6. The method of claim 5 , wherein the probability density function denoting the probability densities that the mobile device was located at the respective locations within the common region between the error ellipse and the first cell is a reciprocal of an area of the common region.
7. An apparatus for determining a location of a mobile device, comprising:
an analyzing device, configured to analyze call data records of the mobile device to determine a first cell where the mobile device resided and time which the mobile device spent in moving from the first cell to a second cell;
a probability density determining device, configured to determine probability densities that the mobile device was located at respective locations within the first cell, based on a moving speed of the mobile device and the time;
a distance determining unit, configured to determine a maximum movement distance of the mobile device, based on the moving speed of the mobile device and the time, wherein the moving speed of the mobile device is a maximum allowable moving speed of the mobile device; and
a location determining device, configured to determine possible locations of the mobile device within the first cell, according to the probability densities.
8. The apparatus of claim 7 , wherein the call data records at least include a first call data record generated when the mobile device was located in the first cell, and a second call data record generated in response to the mobile device moving from the first cell to a common boundary between the first cell and the second cell.
9. The apparatus of claim 8 , wherein, the first call data record includes a first time at which the mobile device was located in the first cell, the second call data record includes a second time at which the mobile device moved to the common boundary between the first cell and the second cell, and the time which the mobile device spent in moving from the first cell to the second cell is a difference between the second time and the first time.
10. The apparatus of claim 9 , wherein the call data records are directly at a continuous call, during which the mobile device moved from the first cell to the second cell.
11. The apparatus of claim 7 , wherein the probability density determining device further includes:
an ellipse establishing unit, configured to establish an error ellipse, with a first location within the first cell and a second location on the common boundary between the first cell and the second cell being focuses, and with the maximum movement distance as a length of a major axis of the ellipse; and
a probability density determining unit, configured to determine the probability densities that the mobile device was located at the respective locations within the first cell, according to a probability density function denoting probability densities that the mobile device was located at respective locations within a common region between the error ellipse and the first cell and a joint distribution function of the first location within the first cell and the second location on the common boundary.
12. The apparatus of claim 11 , wherein the probability density function denoting the probability densities that the mobile device was located at the respective locations within the common region between the error ellipse and the first cell is a reciprocal of an area of the common region.