Massive multiple-input multiple-output (M-MIMO) wireless distribution system (WDS) and related methods for optimizing the M-MIMO WDS
First Claim
1. A method for optimizing a selected performance indication of a massive multiple-input multiple-output (M-MIMO) wireless distribution system (WDS), comprising:
- generating an initial system configuration based on at least one initial system parameter of a M-MIMO WDS, wherein the initial system configuration comprises a plurality of configuration parameter groups corresponding to a plurality of remote units in the M-MIMO WDS, respectively;
providing the plurality of configuration parameter groups to a performance-estimation function configured to estimate a selected system performance indicator of the M-MIMO WDS based on the plurality of configuration parameter groups;
generating an initial estimation of the selected system performance indicator by the performance-estimation function according to the initial system configuration;
updating one or more selected configuration parameter groups among the plurality of configuration parameter groups to generate at least one updated system configuration;
providing the plurality of configuration parameter groups comprising the one or more selected configuration parameter groups to the performance-estimation function;
generating at least one updated estimation of the selected system performance indicator by the performance-estimation function according to the at least one updated system configuration;
determining a selected system configuration between the initial system configuration and the at least one updated system configuration corresponding to a higher selected system performance indicator among the initial estimation of the selected system performance indicator and the at least one updated estimation of the selected system performance indicator; and
configuring the plurality of remote units based on the selected system configuration.
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Abstract
Embodiments of the disclosure relate to a massive multiple-input multiple-output (M-MIMO) wireless distribution system (WDS) and related methods for optimizing the M-MIMO WDS. In one aspect, the M-MIMO WDS includes a plurality of remote units each deployed at a location and includes one or more antennas to serve a remote coverage area. At least one remote unit can have a different number of the antennas from at least one other remote unit in the M-MIMO WDS. In another aspect, a selected system configuration including the location and number of the antennas associated with each of the remote units can be determined using an iterative algorithm that maximizes a selected system performance indicator of the M-MIMO WDS. As such, it may be possible to optimize the selected system performance indicator at reduced complexity and costs, thus helping to enhance user experiences in the M-MIMO WDS.
16 Citations
14 Claims
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1. A method for optimizing a selected performance indication of a massive multiple-input multiple-output (M-MIMO) wireless distribution system (WDS), comprising:
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generating an initial system configuration based on at least one initial system parameter of a M-MIMO WDS, wherein the initial system configuration comprises a plurality of configuration parameter groups corresponding to a plurality of remote units in the M-MIMO WDS, respectively; providing the plurality of configuration parameter groups to a performance-estimation function configured to estimate a selected system performance indicator of the M-MIMO WDS based on the plurality of configuration parameter groups; generating an initial estimation of the selected system performance indicator by the performance-estimation function according to the initial system configuration; updating one or more selected configuration parameter groups among the plurality of configuration parameter groups to generate at least one updated system configuration; providing the plurality of configuration parameter groups comprising the one or more selected configuration parameter groups to the performance-estimation function; generating at least one updated estimation of the selected system performance indicator by the performance-estimation function according to the at least one updated system configuration; determining a selected system configuration between the initial system configuration and the at least one updated system configuration corresponding to a higher selected system performance indicator among the initial estimation of the selected system performance indicator and the at least one updated estimation of the selected system performance indicator; and configuring the plurality of remote units based on the selected system configuration. - View Dependent Claims (2, 3, 4, 5, 6, 7)
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8. A non-transitory computer-readable medium comprising software with instructions configured to:
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generate an initial system configuration based on at least one initial system parameter of a massive multiple-input multiple-output (M-MIMO) wireless distribution system (WDS), wherein the initial system configuration comprises a plurality of configuration parameter groups corresponding to a plurality of remote units in the M-MIMO WDS, respectively; provide the plurality of configuration parameter groups to a performance-estimation function configured to estimate a selected system performance indicator of the M-MIMO WDS based on the plurality of configuration parameter groups; generate an initial estimation of the selected system performance indicator by the performance-estimation function according to the initial system configuration; update one or more selected configuration parameter groups among the plurality of configuration parameter groups to generate at least one updated system configuration; provide the plurality of configuration parameter groups comprising the one or more selected configuration parameter groups to the performance-estimation function; generate at least one updated estimation of the selected system performance indicator by the performance-estimation function according to the at least one updated system configuration; and determine a selected system configuration between the initial system configuration and the at least one updated system configuration corresponding to a higher selected system performance indicator among the initial estimation of the selected system performance indicator and the at least one updated estimation of the selected system performance indicator. - View Dependent Claims (9, 10, 11, 12, 13, 14)
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Specification