Arrival rate estimation apparatus, arrival rate estimation method and program
An arrival rate estimation device includes an average received power calculation unit that calculates an average received power for each mesh that constitutes an area, with respect to each of a plurality of base stations and each of a plurality of antennas included in each of the base stations and an arrival rate estimation unit that calculates a communication arrival rate by substituting the average received power into a cumulative distribution function of an instantaneous received power value, and based on the calculated communication arrival rate, calculates a communication arrival rate while giving consideration to a site diversity effect and an antenna diversity effect, the cumulative distribution function being obtained from a probability density function of an amplitude that instantaneously changes due to Rayleigh fading.
1. An arrival rate estimation device comprising:
a processor; and
a storage medium having computer program instructions stored thereon, when executed by the processor, perform to:
calculate an average received power for each mesh that constitutes an area, with respect to each of a plurality of base stations and each of a plurality of antennas that are included in each of the base stations; and calculate a communication arrival rate by substituting the average received power into a cumulative distribution function of an instantaneous received power value, and based on the calculated communication arrival rate, calculate a communication arrival rate while giving consideration to a site diversity effect and an antenna diversity effect, the cumulative distribution function being obtained from a probability density function of an amplitude that instantaneously changes due to Rayleigh fading.
2. The arrival rate estimation device according to claim 1 , wherein the computer program instructions further perform to calculates an influence of instantaneous changes in received power using an analytic expression.
3. The arrival rate estimation device according to claim 1 , wherein the computer program instructions further perform to calculates an average received power of upstream communication and an average received power of downstream communication, and calculates a joint probability of an arrival rate in upstream communication and an arrival rate in downstream communication.
4. The arrival rate estimation device according to claim 1 , further comprising: a repetition determination unit, wherein the computer program instructions further perform to sorts the base stations in descending order of calculated values of average received power, repeatedly calculates an arrival rate while gradually increasing the number of base stations that are taken into consideration, in descending order of power, and ends repeated processing if a calculated arrival rate is greater than or equal to a target value or a change from an arrival rate that has been calculated in immediately preceding repeated processing is no greater than a target convergence value.
5. The arrival rate estimation device according to claim 1 , further comprising: wherein the computer program instructions further perform to sorts the base stations in descending order of calculated values of average received power, creates an exact calculation execution determination table for determining whether or not exact calculation of an arrival rate needs to be performed, based on average received powers and the number of base stations, and refers to the exact calculation execution determination table to determine whether or not exact calculation needs to be performed.
6. The arrival rate estimation device according to claim 1 , wherein the computer program instructions further perform to sorts the base stations in descending order of calculated values of average received power, groups adjacent meshes if a difference between the adjacent meshes in average received power of higher-order base stations is small, and calculates an arrival rate for a mesh of the grouped meshes while giving consideration to an influence of instantaneous changes and diversity effects, and takes the calculated arrival rate to be an arrival rate with respect to another mesh of the grouped meshes.
7. An arrival rate estimation method comprising: an average received power calculation step of calculating an average received power for each mesh that constitutes an area, with respect to each of a plurality of base stations and each of a plurality of antennas that are included in each of the base stations; and an arrival rate estimation step of calculating a communication arrival rate by substituting the average received power into a cumulative distribution function of an instantaneous received power value, and based on the calculated communication arrival rate, calculating a communication arrival rate while giving consideration to a site diversity effect and an antenna diversity effect, the cumulative distribution function being obtained from a probability density function of an amplitude that instantaneously changes due to Rayleigh fading.
8. A non-transitory computer-readable medium having computer-executable instructions that, upon execution of the instructions by a processor of a computer, cause the computer to perform
calculate an average received power for each mesh that constitutes an area, with respect to each of a plurality of base stations and each of a plurality of antennas that are included in each of the base stations; and calculate a communication arrival rate by substituting the average received power into a cumulative distribution function of an instantaneous received power value, and based on the calculated communication arrival rate, calculate a communication arrival rate while giving consideration to a site diversity effect and an antenna diversity effect, the cumulative distribution function being obtained from a probability density function of an amplitude that instantaneously changes due to Rayleigh fading.