Localization and auto-calibration in a wireless network

1. A method of wireless communications, comprising:

transmitting one or more transmissions from one or more network devices to one or more wireless devices in a coverage area;

receiving feedback reports from the one or more network devices based on the one or more transmissions;

determining geographic locations of the one or more wireless devices based on the feedback reports;

performing antenna calibration to adjust an antenna angle bias at the one or more network devices;

estimating, using signals transmission received from the one or more wireless devices, spatial orientation estimates of the one or more wireless devices; and

using the spatial orientation estimates for planning a future communication to or from the one or more wireless devices.

2. The method of claim 1 , further comprising:

associating, with each wireless device of the one or more wireless devices, a corresponding channel quality estimate based on the feedback reports.

3. The method of claim 1 , further comprising:

generating a feature map for the coverage area by associating, with the geographic locations, corresponding one or more channel quality parameters based on measurements performed on the feedback reports.

4. The method of claim 3 , further comprising:

using the feature map for grouping the one or more wireless devices according to similarities in the corresponding one or more channel quality parameters; and

scheduling transmissions in the coverage area according to the grouping.

5. The method of claim 4 , wherein the feature map that includes information about channel quality parameters at multiple geographical locations in the coverage area and channel quality estimates for the one or more wireless devices, wherein the feature map stored as a function of time; the method further comprising:

predicting, based on a first snapshot of the feature map at a first time, a second snapshot of the feature map at a second time in future; and

controlling transmissions in the coverage area based on the second snapshot.

6. The method of claim 5 , wherein the coverage area is served by at least three base stations and wherein the multiple geographical locations are determined using a triangulation process based on signals received from or at the at least three base stations.

7. The method of claim 6 , wherein the first snapshot of the feature map is generated based on measurements in a first frequency band and the second snapshot of the feature map is in a second frequency band different from the first frequency band.

8. The method of claim 1 , further comprising:

determining a device trajectory for a wireless device of the one or more wireless devices based on multiple spatial orientation estimates estimated at multiple time instances in a time period.

9. The method of claim 8 , further comprising:

making the device trajectory available to external devices via an application programmer's interface.

10. The method of claim 1 , wherein the planning the future communication includes determining a group that a wireless device of the one or more wireless devices belongs to or a rank used for communication to or from the wireless device or a precoding scheme used for transmissions to or from the wireless device.

11. An apparatus comprising one or more processors configured to cause the apparatus to:

receive feedback reports from one or more network devices based on one or more transmissions from one or more wireless devices in a coverage area;

determine geographic locations of the one or more wireless devices based on the feedback reports;

perform antenna calibration to adjust an antenna angle bias at the one or more network devices;

estimate, using signals transmission received from the one or more wireless devices, spatial orientation estimates of the one or more wireless devices; and

use the spatial orientation estimates for planning a future communication to or from the one or more wireless devices.

12. The apparatus of claim 11 , wherein the one or more processors are further configured to:

associate, with each wireless device of the one or more wireless devices, a corresponding channel quality estimate based on the feedback reports.

13. The apparatus of claim 11 , wherein the one or more processors are further configured to:

generate a feature map for the coverage area by associating, with the geographic locations, corresponding one or more channel quality parameters based on measurements performed on the feedback reports.

14. The apparatus of claim 13 , wherein the one or more processors are further configured to:

use the feature map for grouping the one or more wireless devices according to similarities in the corresponding one or more channel quality parameters; and

schedule transmissions in the coverage area according to the grouping.

15. The apparatus of claim 14 , wherein the feature map that includes information about channel quality parameters at multiple geographical locations in the coverage area and channel quality estimates for the one or more wireless devices, wherein the feature map stored as a function of time, and wherein the one or more processors are further configured to:

predict, based on a first snapshot of the feature map at a first time, a second snapshot of the feature map at a second time in future; and

control transmissions in the coverage area based on the second snapshot.

16. The apparatus of claim 15 , wherein the coverage area is served by at least three base stations and wherein the multiple geographical locations are determined using a triangulation process based on signals received from or at the at least three base stations.

17. The apparatus of claim 16 , wherein the first snapshot of the feature map is generated based on measurements in a first frequency band and the second snapshot of the feature map is in a second frequency band different from the first frequency band.

18. The apparatus of claim 11 , wherein the one or more processors are further configured to:

determine a device trajectory for a wireless device of the one or more wireless devices based on multiple spatial orientation estimates estimated at multiple time instances in a time period.

19. The apparatus of claim 18 , wherein the one or more processors are further configured to:

make the device trajectory available to external devices via an application programmer's interface.

20. The apparatus of claim 11 , wherein the planning the future communication includes determining a group that a wireless device of the one or more wireless devices belongs to or a rank used for communication to or from the wireless device or a precoding scheme used for transmissions to or from the wireless device.