Self-optimization of mobile networks using a distributed antenna system
A telecommunications system includes a distributed antenna system (DAS) having a master unit communicatively coupled to remote antenna units (RAUs) located remotely from the master unit, the master unit communicatively coupled to base stations; and a controller communicatively coupled to the base stations and the DAS. The controller is configured to obtain current base station performance parameter(s) including base station load data or overhead communications data from the base stations; determine an updated configuration for the DAS based on the current base station performance parameter(s), the configuration of the DAS comprising an assignment of the RAUs to one or more coverage zones and an assignment of a zone profile to each of the one or more coverage zones; and adjust the assignment of RAUs to the one or more coverage zones and/or the zone profile of each coverage zone to correspond to the determined updated configuration for the DAS.
1. A telecommunications system, comprising:
a distributed antenna system comprising a master unit communicatively coupled to a plurality of remote antenna units located remotely from the master unit, wherein the master unit is communicatively coupled to a plurality of base stations; and
a controller communicatively coupled to the plurality of base stations and the distributed antenna system, wherein the controller is configured to receive demodulated and decoded data from the plurality of base stations, wherein the controller is configured to:
obtain one or more current base station performance parameters including base station load data or overhead communications data from the plurality of base stations;
determine an updated configuration for the distributed antenna system based on the one or more current base station performance parameters, wherein the configuration of the distributed antenna system comprises an assignment of the plurality of remote antenna units to one or more coverage zones and an assignment of a zone profile to each coverage zone of the one or more coverage zones, wherein the zone profile includes a set of one or more sectors and a corresponding sector profile for each sector in the set of one or more sectors; and
adjust the assignment of the plurality of remote antenna units to the one or more coverage zones and/or the zone profile of each coverage zone to correspond to the determined updated configuration for the distributed antenna system.
2. The telecommunications system of claim 1 , wherein the controller is configured to the determine the updated configuration for the distributed antenna system based on the one or more current base station performance parameters and to adjust the assignment of the plurality of remote antenna units to the one or more coverage zones and/or the zone profile of each coverage zone to correspond to the determined updated configuration for the distributed antenna system automatically or using a control loop.
3. The telecommunications system of claim 1 , wherein the controller and distributed antenna system are configured so that the controller is within a management domain of the distributed antenna system.
4. The telecommunications system of claim 1 , wherein the controller is further configured to compare the one or more current base station performance parameters with one or more target base station parameters, wherein the controller is configured to further determine the updated configuration for the distributed antenna system based on the comparison of the one or more current base station performance parameters with one or more target base station parameters.
5. The telecommunications system of claim 1 , wherein the one or more current base station performance parameters include base station load data for each base station of the plurality of base stations, wherein the controller is configured to determine the updated configuration of the distributed antenna system such that the base station load for each base station of the plurality of base stations is below a threshold.
6. The telecommunications system of claim 1 , wherein the one or more current base station performance parameters include a number of handovers to and from each base station of the plurality of base stations, wherein the controller is configured to determine the updated configuration of the distributed antenna system such that the number of handovers between the plurality of base stations is reduced.
7. The telecommunications system of claim 6 , wherein the controller is configured to remove at least one remote antenna unit from a first coverage area and to add the at least one remote antenna unit to a second coverage area such that the number of handovers between the first coverage area and the second coverage area is reduced.
8. The telecommunications system of claim 1 , wherein the controller is configured to obtain at least one additional parameter in addition to the one or more current base station performance parameters, wherein the controller is further configured to determine the updated configuration of the distributed antenna system based on the at least one additional parameter.
9. The telecommunications system of claim 1 , wherein the controller is further configured to modify the configuration of the distributed antenna system by adjusting a gain and/or power settings of one or more components in the distributed antenna system.
10. A method, comprising:
obtaining, with a controller, one or more current base station performance parameters including base station load data or overhead communications data from a plurality of base stations, wherein the controller is communicatively coupled to the plurality of base stations and a distributed antenna system, wherein the controller is configured to receive demodulated and decoded data from the plurality of base stations;
determining, with the controller, an updated configuration for the distributed antenna system based on the one or more current base station performance parameters, wherein the distributed antenna system includes a master unit communicatively coupled to the plurality of base stations and a plurality of remote antenna units located remotely from the master unit and communicatively coupled to the master unit, wherein the configuration of the distributed antenna system comprises an assignment of the plurality of remote antenna units to one or more coverage zones and an assignment of a zone profile to each coverage zone of the one or more coverage zones, wherein the zone profile includes a set of one or more sectors and a corresponding sector profile for each sector in the set of one or more sectors; and
adjusting the assignment of the plurality of remote antenna units to the one or more coverage zones and/or the zone profile of each coverage zone to correspond to the determined updated configuration for the distributed antenna system.
11. The method of claim 10 , further comprising:
comparing the one or more current base station performance parameters with one or more target base station parameters; and
determining the updated configuration for the distributed antenna system based on the comparison of the one or more current base station performance parameters with one or more target base station parameters.
12. The method of claim 10 , wherein the one or more current base station performance parameters include base station load data for each base station of the plurality of base stations;
wherein determining an updated configuration for a distributed antenna system based on the one or more current base station performance parameters comprises determining the updated configuration of the distributed antenna system such that the base station load for each base station of the plurality of base stations is below a threshold.
13. The method of claim 12 , wherein determining an updated configuration for a distributed antenna system based on the one or more current base station performance parameters comprises:
comparing the base station load data for each base station of the plurality of base stations to a threshold value;
determining whether the base station load data for a first base station of the plurality of base stations exceeds the threshold value; and
removing at least one remote antenna unit from a coverage zone associated with a sector of the first base station in response to the base station load data for a first base station of the plurality of base stations exceeding the threshold value.
14. The method of claim 10 , further comprising:
obtaining at least one additional parameter in addition to the one or more current base station performance parameters; and
determining the updated configuration of the distributed antenna system based on the at least one additional parameter.
15. The method of claim 10 , wherein determining the updated configuration for a distributed antenna system based on the one or more current base station performance parameters includes using a classical optimization algorithm or artificial intelligence.
16. A controller for a telecommunications system, comprising:
a processing device; and
a non-transitory computer-readable medium having program code stored thereon, wherein the program code is executable for performing operations comprising:
obtaining one or more current base station performance parameters including base station load data or overhead communications data from a plurality of base stations, wherein the controller is configured to be communicatively coupled to the plurality of base stations and a distributed antenna system, wherein the controller is configured to receive demodulated and decoded data from the plurality of base stations;
determining an updated configuration for the distributed antenna system based on the one or more current base station performance parameters, wherein the distributed antenna system includes a master unit communicatively coupled to the plurality of base stations and a plurality of remote antenna units located remotely from the master unit and communicatively coupled to the master unit, wherein the configuration of the distributed antenna system comprises an assignment of the plurality of remote antenna units to one or more coverage zones and an assignment of a zone profile to each coverage zone of the one or more coverage zones, wherein the zone profile includes a set of one or more sectors and a corresponding sector profile for each sector in the set of one or more sectors; and
adjusting the assignment of the plurality of remote antenna units to the one or more coverage zones and/or the zone profile of each coverage zone to correspond to the determined updated configuration for the distributed antenna system.
17. The controller of claim 16 , wherein the controller is configured to the determine the updated configuration for the distributed antenna system based on the one or more current base station performance parameters and to adjust the assignment of remote antenna units to the one or more coverage zones and/or the zone profile of each coverage zone to correspond to the determined updated configuration for the distributed antenna system as a zero-touch process such that no intervention from a human operator is necessary.
18. The controller of claim 17 , wherein the program code is further executable for performing operations comprising:
comparing the one or more current base station performance parameters with one or more target base station parameters; and
determining the updated configuration for the distributed antenna system based on the comparison.
19. The controller of claim 17 , wherein the one or more current base station performance parameters include base station load data for each base station of the plurality of base stations;
wherein determining an updated configuration for a distributed antenna system based on the one or more current base station performance parameters comprises determining the updated configuration of the distributed antenna system such that the base station load for each base station of the plurality of base stations is below a threshold.
20. The controller of claim 19 , wherein the one or more current base station performance parameters include a number of handovers to and from each base station of the plurality of base stations;
wherein determining an updated configuration for a distributed antenna system based on the one or more current base station performance parameters comprises determining the updated configuration of the distributed antenna system such that the number of handovers between the plurality of base stations is reduced.