Predictive throughput management
View Patent ↗A wireless device is communicated with using a first throughput. A predicted location for the wireless device is determined. Based on the predicted location, a predicted maximum throughput at the predicted location is determined. Based on the predicted maximum throughput, a second throughput is determined. The wireless device is communicated with using the second throughput.
1. A method of operating a communication system, comprising:
communicating content, using a first throughput, with a wireless device;
determining a predicted location for the wireless device;
determining a predicted throughput at the predicted location, wherein the predicted throughput is determined based on the predicted location, a predicted backhaul throughput, a predicted access services network gateway throughput, a predicted carrier to interference and noise ratio (CINR) that the wireless device will be using at the predicted location, and a predicted modulation and coding scheme (MCS) that the wireless device will be using at the predicted location;
based on the predicted throughput, increasing or decreasing the first throughput to a second throughput at which the content is communicated before the wireless device reaches the predicted location; and
communicating the content, using the second throughput, with the wireless device, wherein when the predicted throughput is greater than a maximum throughput required at the predicted location, the second throughput is greater than the maximum throughput.
2. The method of claim 1 , wherein, when the predicted throughput is less than a minimum throughput required at the predicted location, the second throughput is no greater than the minimum throughput.
3. The method of claim 1 , wherein the predicted throughput is based on a predicted signal quality indicator associated with the predicted location.
4. The method of claim 3 , wherein the predicted location is associated with a base station and the predicted network resource availability is based on an air-interface resource availability associated with the base station.
5. The method of claim 3 , wherein the predicted location is associated with a network and the predicted network resource availability is based on network resource availability associated with the network.
6. The method of claim 1 , wherein the predicted throughput is based on a predicted network resource availability associated with the predicted location.
7. A method of operating a communication system, comprising:
determining a predicted location of a wireless device;
determining a predicted throughput from a content server to the wireless device, wherein the predicted throughput is determined based on the predicted location, a predicted backhaul throughput, a predicted access services network gateway throughput, a predicted carrier to interference and noise ratio (CINR) that the wireless device will be using at the predicted location, and a predicted modulation and coding scheme (MCS) that the wireless device will be using at the predicted location;
determining that the predicted throughput is one of above a maximum threshold or below a minimum threshold;
based on the predicted throughput being one of above the maximum threshold or below the minimum threshold, determining a desired throughput for the content server to send data to the wireless device before the wireless device reaches the predicted location; and
sending data to the wireless device from the content server at the desired throughput, wherein when the predicted throughput is greater than a maximum throughput required at the predicted location, the desired throughput is greater than the maximum throughput.
8. The method of claim 7 , wherein the minimum threshold is a minimum bitrate associated with content that content server is providing to the wireless device.
9. The method of claim 7 , wherein the maximum threshold is a maximum bitrate associated with content that content server is providing to the wireless device.
10. The method of claim 7 , wherein the predicted throughput is based on a predicted signal quality indicator associated with the predicted location.
11. The method of claim 10 , wherein the predicted location is associated with a base station and the predicted throughput is based on an air-interface resource availability associated with the base station.
12. The method of claim 10 , wherein the predicted location is associated with a network and the predicted throughput is based on network resource availability associated with the network.
13. A method of operating a communication system, comprising:
determining a first location at a first time for a wireless device;
determining a second location at a second time for the wireless device;
based on the first location, the second location, the first time, and the second time, determining a predicted location at a third time for the wireless device;
determining a predicted throughput at a computer system of the communication system, wherein the computer system comprises a processing system and wherein the computer system determines the predicted throughput based on the predicted location at the third time, a predicted backhaul throughput, a predicted access services network gateway throughput, a predicted carrier to interference and noise ratio (CINR) that the wireless device will be using at the predicted location, and a predicted modulation and coding scheme (MCS) that the wireless device will be using at the predicted location; and,
based on the predicted throughput, sending an indicator of desired throughput before the wireless device reaches the predicted location from the computer system to a content server, wherein when the predicted throughput is greater than a maximum throughput required at the predicted location, the desired throughput is greater than the maximum throughput.
14. The method of claim 13 , wherein based on the predicted throughput being less than a minimum bitrate associated with content that the content server is providing, the desired throughput is less than a current throughput to the wireless device.
15. The method of claim 13 , wherein based on the predicted throughput exceeding a maximum bitrate associated with content that the content server is providing, the desired throughput is more than a current throughput to the wireless device.
16. The method of claim 13 , wherein the predicted location would result in a different network device providing network resources to the wireless device than the second location.
17. The method of claim 13 , wherein the predicted location is associated with a base station and the predicted throughput is based on an air-interface resource availability associated with the base station.