Methods and systems for determining morphology data
Techniques for more effectively and efficiently obtaining current morphology data are described. Measurement data is transmitted by user equipment to a central location such as a communication network or another entity such as in remote servers, e.g. the cloud. The recipient of such data, or a third party that receives such data from the recipient, utilizes the data, e.g. signal strength measurements and related data, to determine morphology data for corresponding geographic locations, e.g. altitude, longitude, and latitude.
1. A system for determining morphology parameters, comprising:
processing circuitry that is configured, for each morphology type in a geographic region being analyzed, to:
determine an average value of at least one morphology parameter based upon at least one new value of a morphology parameter;
determine at least one predicted path loss based upon the average value of at least one morphology parameter and a morphology type, wherein path loss is a reduction in a power of a signal between two points separated by morphology of the morphology type;
determine at least one difference between each pair of measured path loss and predicted path loss;
determine values of statistical parameters of the at least one difference;
determine if the values of the statistical parameters meet statistical requirements;
if the values of the statistical parameters meet the statistical requirements, store the average value of morphology parameters; and
if the values of the statistical parameters do not meet the statistical requirements, then optimize the average value of the at least one morphology parameter.
2. The system of claim 1 , wherein the processing circuitry is further configured to:
receive total geographic and emission data for a first communications link;
store the total geographic and emission data;
determine a morphology type for the geographic region between user equipment and a cell forming the first communications link;
determine measured path loss;
determine the predicted path loss based upon the total geographic and emission data, the morphology type, and at least one parameter value of the morphology type;
determine if a difference between the predicted path loss and measured path loss is within a tolerance level; and
if the difference is not within the tolerance level, then determine a new at least one parameter value of the morphology type.
3. The system of claim 2 , wherein the total geographic and emission data comprises sets of received power levels and corresponding geographic location data at from more than one user equipment, a transmit frequency of each of at least one cell whose received power level is measured by the more than one user equipment, an identifier for each of the at least one cell, a geographic location of an antenna of each of the at least one cell, and an equivalent isotropic radiated power (EIRP) of each of the at least one cell; and
where each of the more than one user equipment are otherwise utilizing a communications network, including the at least one cell, for another intended purpose.
4. The system of claim 2 , wherein determine the new at least one parameter value of the morphology type comprises perform a Monte Carlo simulation.
5. The system of claim 2 , wherein the processing circuitry is further configured to:
determine whether the user equipment is inside of a building; and
if the user equipment is determined to be inside of a building, then create and store a flag.
6. The system of claim 1 , wherein the processing circuitry is further configured to:
receive morphology data for the geographic region; and
set initial values for parameters of morphology classes.
7. The system of claim 6 , wherein the received morphology data comprises received morphology classes;
wherein the processing circuitry is further configured to map the received morphology classes to morphology classes used by the processing circuitry.
8. The system of claim 1 , wherein the processing circuitry is further configured to receive terrain data.
9. A method for determining morphology parameters, comprising:
determining an average value of at least one morphology parameter based upon at least one new value of a morphology parameter;
determining at least one predicted path loss based upon the average value of at least one morphology parameter and a morphology type, wherein path loss is a reduction in a power of a signal between two points separated by morphology of the morphology type;
determining at least one difference between each pair of measured path loss and predicted path loss;
determining values of statistical parameters of the at least one difference;
determining if the values of the statistical parameters meet statistical requirements;
if the values of the statistical parameters meet the statistical requirements, storing the average value of morphology parameters; and
if the values of the statistical parameters do not meet the statistical requirements, then optimizing the average value of the at least one morphology parameter.
10. The method of claim 9 , further comprising:
receiving total geographic and emission data for a first communications link;
determining a morphology type for a geographic region between user equipment and a cell forming the first communications link;
determining measured path loss;
determining the predicted path loss based upon the total geographic and emission data, the morphology type, and at least one parameter value of the morphology type;
determining if a difference between the predicted path loss and measured path loss is within a tolerance level; and
if the difference is not within the tolerance level, then determining a new at least one parameter value of the morphology type.
11. The method of claim 10 , wherein receiving the total geographic and emission data comprises receiving sets of received power levels and corresponding geographic location data at from more than one user equipment, a transmit frequency of each of at least one cell whose received power level is measured by the more than one user equipment, an identifier for each of the at least one cell, a geographic location of an antenna of each of the at least one cell, and an equivalent isotropic radiated power (EIRP) of each of the at least one cell; and
where each of the more than one user equipment are otherwise utilizing a communications network, including the at least one cell, for another intended purpose.
12. The method of claim 10 , wherein determining the new at least one parameter value of the morphology type comprises performing a Monte Carlo simulation.
13. The method of claim 10 , further comprising:
determining whether the user equipment is inside of a building; and
if the user equipment is determined to be inside of a building, then creating and storing a flag.
14. The method of claim 9 , further comprising:
receiving morphology data for a geographic region; and
setting initial values for parameters of morphology classes.
15. The method of claim 14 , wherein receiving morphology data comprises receiving morphology classes; and
further comprising mapping the received morphology classes to a different morphology classes.
16. The method of claim 9 , further comprising receiving terrain data.
17. A non-transitory computer readable medium storing a program causing a computer to execute a process to determine morphology parameters, the process comprising:
determining an average value of at least one morphology parameter based upon at least one new value of a morphology parameter;
determining at least one predicted path loss based upon the average value of at least one morphology parameter and a morphology type, wherein path loss is a reduction in a power of a signal between two points separated by morphology of the morphology type;
determining at least one difference between each pair of measured path loss and predicted path loss;
determining values of statistical parameters of the at least one difference;
determining if the values of the statistical parameters meet statistical requirements;
if the values of the statistical parameters meet the statistical requirements, storing the average value of morphology parameters; and
if the values of the statistical parameters do not meet the statistical requirements, then optimizing the average value of the at least one morphology parameter.
18. The non-transitory computer readable medium of claim 17 , wherein the process further comprises:
receiving total geographic and emission data for a first communications link;
determining the morphology type for a geographic region between user equipment and a cell forming the first communications link;
determining measured path loss;
determining the predicted path loss based upon the total geographic and emission data, the morphology type, and at least one parameter value of the morphology type;
determining if a difference between the predicted path loss and measured path loss is within a tolerance level; and
if the difference is not within the tolerance level, then determining a new at least one parameter value of the morphology type.
19. The non-transitory computer readable medium of claim 18 , wherein receiving the total geographic and emission data comprises receiving sets of received power levels and corresponding geographic location data at from more than one user equipment, a transmit frequency of each of at least one cell whose received power level is measured by the more than one user equipment, an identifier for each of the at least one cell, a geographic location of an antenna of each of the at least one cell, and an equivalent isotropic radiated power (EIRP) of each of the at least one cell; and
where each of the more than one user equipment are otherwise utilizing a communications network, including the at least one cell, for another intended purpose.
20. The non-transitory computer readable medium of claim 18 , wherein determining the new at least one parameter value of the morphology type comprises performing a Monte Carlo simulation.
21. The non-transitory computer readable medium of claim 18 , further comprising:
determining whether the user equipment is inside of a building; and
if the user equipment is determined to be inside of a building, then creating and storing a flag.
22. The non-transitory computer readable medium of claim 17 , wherein the process further comprises:
receiving morphology data for a geographic region; and
setting initial values for parameters of morphology classes.
23. The non-transitory computer readable medium of claim 17 , wherein receiving morphology data comprises receiving morphology classes; and
further comprising mapping the received morphology classes to a different morphology classes.
24. The non-transitory computer readable medium of claim 17 , wherein the process further comprises receiving terrain data.