Method of generating an improved traffic map and device utilizing such a method
A method is provided for generating a traffic map of an area covered by a cellular network including a plurality of antennas each managing a traffic and designed to communicate with a plurality of terminals generating events which are at least partially geolocatable, the covered area being discretized by pixels each associated, using probability, with one antenna of the plurality of antennas. The method includes, for each antenna, distributing a quantity of traffic managed by the antenna over the pixels, this distribution being weighted for each pixel as a function of the number and distance of the geolocatable events relative to the pixel.
1. A method of generating a traffic map of an area covered by a cellular network including a plurality of antennas Aj, each of the plurality of antennas managing a traffic TRj and designed to communicate with a plurality of terminals, the method comprising:
generating geolocatable events U by the plurality of terminals, said covered area being discretized by pixels Pk each associated, using probability, with one antenna of said plurality of the antennas A j ;
generating a geolocation of each of the plurality of terminals based on said geolocatable events generated by the plurality of terminals; and
distributing, for each said antenna Aj, a quantity of traffic TRj managed by said antenna Aj over said pixels Pk, this distribution being weighted for each pixel Pk as a function of the number and distance of said geolocatable events relative to said pixel Pk based on said geolocation associated with each of the plurality of terminals.
2. The method according to claim 1 , further comprising determining, for at least one of said pixels Pk, the distance separating said pixel Pk from at least some of the geolocatable events U;
determining a weighting Xk, called a global weighting, resulting from an importance function f, and determining a weighting Ek, called a utility weighting, the weighting Ek being a function of the number and distance of the geolocatable events relative to said pixel Pk,
associating the weighting Xk with said pixel Pk, and
distributing the quantity of traffic TRj managed by the antenna Aj over the totality of the pixels P.
3. The method according to claim 1 , wherein an event is generated by an application of one of said terminals using a GPS (geolocation device) integrated in said terminal, the step of geolocating this event comprising requesting interrogation of a service to determine the geolocation of this event.
4. The method according to claim 1 , wherein the event generates a receiving by the operator of data generated by the terminal emitting the event relating to the level of reception from at least one of the operator's antennas, the geolocation step comprising an analysis of said data.
5. The method according to claim 1 , wherein the step of determining the global weighting Xk moreover comprises a step of determining a weighting Wk, called a parcel weighting, as a function of a parcel type associated with the pixel Pk, said parcel type being determined by a geographical map dividing the area covered by the cellular network according to parcel types.
6. The method according to claim 5 , wherein the step of determining the global weighting Xk moreover comprises, after the step of determining the parcel weighting Wk, selecting an importance function f to allocate a greater importance to the weighting Ek compared with the weighting Wk.
7. The method according to claim 5 , wherein the step of determining the global weighting Xk moreover comprises, after the step of determining the parcel weighting Wk, selecting an importance function f to allocate a greater importance to the weighting Wk compared with the weighting Ek.
8. A device for generating a traffic map of an area covered by a cellular network including a plurality of antennas Aj, each of the plurality of antennas managing a traffic TRj, the device comprising:
a plurality of terminals in communication with the plurality of antennas, said plurality of terminals each having a geolocation and generating geolocatable events U, said covered area being discretized by pixels Pk, each of the pixels being associated, using probability, with one antenna of said plurality of antennas A j ; and
a quantity of traffic TRj generated for each antenna Aj, a distribution of said quantity of traffic TRj managed by said antenna Aj over said pixels Pk, this distribution being weighted for each pixel Pk as a function of the number and distance of said geolocatable events relative to said pixel Pk based on said geolocation associated with each of said plurality of terminals.