Control system and method for training a reconfigurable antenna
An information handling system operating a reconfigurable antenna training control system may comprise a configurable antenna system in one of a plurality of available configurations transceiving a radio frequency signal, and a radio frequency system measuring performance metrics for the signal transceived according to each available configuration over a training time period preset based on historical performance and stability of each available configuration. An antenna front end system may execute instructions of the reconfigurable antenna training control system to determine a weighted performance metric based on the measured performance metrics and on historical performance metrics for each candidate configuration, to compare the weighted performance metrics for each configuration, and to identify one of the configurations having a highest weighted performance metric as an optimal configuration. The configurable antenna may then establish a wireless link using the optimal configuration.
1. An information handling system operating a configurable antenna training system comprising:
a configurable antenna system for transceiving a radio frequency signal over a preset training time period in a plurality of candidate antenna configurations;
a radio frequency system measuring a plurality of values for at least one performance metric for the radio frequency signal transceived by the configurable antenna system in the plurality of candidate antenna configurations over the preset training time period;
an antenna front end system determining candidate configuration weighted performance metrics for the plurality of candidate antenna configurations with a weighting factor based on a value for a number of historical values for at least one candidate antenna configuration determined from a plurality of previous training windows for the at least one performance metric relative to the plurality of values for the at least one performance metric measured over the preset training time period to weight the one performance metric;
the antenna front end system comparing the candidate configuration weighted performance metrics to select an optimal candidate configuration from at least one weighted performance metric level associated with one of the plurality of candidate configurations as an optimal antenna configuration; and
the configurable antenna operating in the optimal antenna configuration to establish a wireless link.
2. The information handling system of claim 1 further comprising:
the antenna front end system incrementally decreasing the gain of the reconfigurable antenna when a training session results in no change of the optimal antenna configuration.
3. The information handling system of claim 1 , wherein the candidate configuration weighted variance metric is further determined based on a quantity of the one or more previous training windows.
4. The information handling system of claim 1 , wherein the determination of the candidate configuration weighted performance metrics exclude one or more outlier values of the plurality of values for the at least one performance metric measured over the preset training time period.
5. The information handling system of claim 1 , wherein the determination of the candidate configuration weighted performance metrics excludes one or more of the plurality of values for the at least one performance metric measured over the preset training time period exceeding a maximum threshold value.
6. The information handling system of claim 1 , wherein the determination of the candidate configuration weighted performance metric includes one or more of the plurality of values for the at least one performance metric measured for the wireless link operating in a frequency band utilizing a 5G wireless communication protocol.
7. The information handling system of claim 1 , wherein an adjustable idle time period that is determined based on a measured data rate and an average of weighted variance values at least one of the plurality of configurations elapses between the end of the preset training period and an initiation of another training period.
8. The information handling system of claim 1 , wherein the determination of the candidate configuration weighted performance metrics excludes one or more outlier values of the at least one performance metric measured over the preset training time period falling below a minimum threshold value or exceeding a maximum threshold value.
9. The information handling system of claim 1 , wherein if the optimal candidate configuration weighted performance metric level cannot be associated with one of the plurality of candidate configurations as an optimal antenna configuration the antenna front end system and radio frequency system enter an acquisition mode to initiate a new training window to determine the optimal configuration.
10. The information handling system of claim 1 , wherein the at least one performance metric values are measured for a wireless link operating in a frequency band utilizing a 5G wireless communication protocol.
11. A method for optimizing duration of configurable antenna training windows comprising:
measuring over an initial training window, via a radio frequency subsystem, values for at least one performance metric of each of a plurality of radio signals transceived via a configurable antenna operating according to one of a plurality of configurations;
determining, for each of the plurality of configurations, a candidate configuration weighted performance metric based on the values for the at least one performance metric measured over the initial training window and on historical values measured prior to the initial training window for the one of the plurality of configurations;
determining a weighted variance value based on a comparison of the values of the at least one performance metric measured over the initial training window and the candidate configuration weighted performance metric for the one of the plurality of configurations;
selecting a candidate configuration optimal duration for a next training window based on a comparison of candidate configuration weighted performance metric the one of the plurality of configurations and an average of the weighted variance values for each of the one of the plurality of configurations; and
measuring values of the at least one performance metric of radio signals transceived via the configurable antenna operating in the one of the plurality of configurations over the next training window during the candidate configuration optimal duration.
12. The method of claim 11 , wherein the antenna front end system is in a tracking mode further comprising:
determining a locked configuration optimal duration for the next training window that is greater than the candidate configuration optimal duration; and
measuring values the at least one performance metric of radio signals transceived via the configurable antenna operating over the next training window having the locked configuration optimal duration.
13. The method of claim 12 , wherein the locked configuration optimal duration is further determined based on a Gaussian distribution of the candidate configuration weighted performance metrics across the plurality of configurations of the configurable antenna.
14. The method of claim 11 , wherein the at least one performance metric of transceived radio signals measured is relative signal strength indicator (RSSI) values.
15. The method of claim 11 , wherein the candidate configuration optimal duration is further determined based on a preset maximum allowable duration.
16. The method of claim 11 , wherein the determination of the candidate configuration weighted performance metric includes the values for the at least one performance metric measured for the plurality of radio signals transceived via a configurable antenna operating in a frequency band utilizing a 5G wireless communication protocol.
17. The method of claim 11 , wherein an adjustable idle time period determined based on a measured data rate and the average of the weighted variance values for each of the plurality of configurations elapses between the initial training window and the next training window.
18. An information handling system operating a configurable antenna training system comprising:
a configurable antenna system for transceiving a radio frequency signal over a training time period in a plurality of candidate antenna configurations, wherein the training time period duration is selected from a weighting factor for at least one candidate antenna configuration based on a number of historical values determined for previous training windows of at least one performance metric of radiofrequency signals and historical variance values determined for each candidate configuration over the one or more previous training windows;
a radio frequency system measuring a plurality of values for the at least one performance metric for the radio frequency signal transceived by the configurable antenna system in the plurality of candidate antenna configurations over the preset training time period;
an antenna front end system determining candidate configuration weighted performance metrics for the plurality of candidate antenna configurations based on historical values for the at least one performance metric relative to the plurality of values for the at least one performance metric measured over the training time period to weight the at least one performance metric;
the antenna front end system comparing the candidate configuration weighted performance metrics to select an optimal candidate configuration for the weighted performance metric level associated with one of the plurality of candidate configurations as an optimal antenna configuration; and
the configurable antenna operating in the optimal antenna configuration to establish a wireless link.
19. The information handling system of claim 18 further comprising:
the antenna front end system determining a candidate configuration weighted variance value or the candidate configurations by comparing the plurality of values of the at least one performance metric measured during the training time period to the candidate configuration weighted performance metric, wherein the candidate weighted variance value is utilized to determine the training time period durations for candidate configurations.
20. The information handling system of claim 19 , wherein the candidate configuration weighted variance metric is further determined based on a quantity of the one or more previous training windows.