Predictive adaptive queue management

• US 10,412,634 B2
• Filed: 08/13/2015
• Issued: 09/10/2019
• Est. Priority Date: 08/13/2015
• Status: Active Grant

• Current Assignee: Telefonaktiebolaget LM Ericsson
• Original Assignee: Telefonaktiebolaget LM Ericsson
• Inventors: Dudda, Torsten, Isaksson, Martin, Karaki, Reem, Wiemann, Henning
• Primary Examiner(s): Wei, Siren
• Application Number:
  US15/747,811
• Publication Number:
  US 20180227801A1
• Time in Patent Office: 1,489 Days
• CPC Class Codes: H04L 47/30 in combination with information about buffer occupancy at either end or at transit nodes
• CPC Class Codes: H04L 47/38 by adapting coding or compression rate
• CPC Class Codes: H04L 47/41 by acting on aggregated flows or links
• CPC Class Codes: H04L 47/6255 queue load conditions, e.g. longest queue first
• CPC Class Codes: H04L 47/823 Prediction of resource usage
• CPC Class Codes: H04L 47/83 based on usage prediction
• CPC Class Codes: H04W 28/02 Traffic management, e.g. flow control or congestion control
• CPC Class Codes: H04W 28/0278 using buffer status reports dynamic wireless traffic scheduling definition H04W72/12
• CPC Class Codes: H04W 28/14 using intermediate storage

Abstract

The present disclosure generally relates to the field of queue management. More specifically, the present disclosure relates to a technique of adjusting adaptive queue management operation in a wireless communication network. A method embodiment comprises determining (S202), by an access network node (100) of the wireless communication network, whether an increase in capacity for data transmission between the access network node (100) and a wireless communication device (300) is expected, and adjusting (S204), by the access network node (100), AQM operation associated with the access network node (100), if it is determined that an increase in capacity for data transmission between the access network node (100) and the wireless communication device (300) is expected.

Claims

1. A method of adjusting adaptive queue management (AQM) operation in a wireless communication network, the method comprising:

determining, by an access network node of the wireless communication network, whether an increase in capacity for data transmission between the access network node and a wireless communication device is expected,

wherein the determining whether the increase in capacity is expected comprises at least one of;

determining whether one or more additional radio resources for the data transmission between the access network node and the wireless communication device are expected to be added; and

determining whether more efficient use of radio resources for the data transmission between the access network node and the wireless communication device is expected, wherein the more efficient use is one of an activation of already established resources, a higher modulation and coding scheme, and a more efficient configuration;

adjusting, by the access network node, the AQM operation associated with the access network node, when it is determined that the increase in capacity for the data transmission between the access network node and the wireless communication device is expected; and

detecting a trigger event and readjusting the AQM operation when the trigger event is detected, wherein the detecting the trigger event comprises evaluating whether the AQM operation has been adjusted for a certain time.

2. The method of claim 1, wherein the determining whether the increase in capacity is expected further comprises at least one of:

determining whether an activation of a further access network node for dual connectivity to the wireless communication device is expected;

determining whether an activation of an access network cell for carrier aggregation to the wireless communication device is expected;

determining whether prioritization of the wireless communication device for use of radio resources is expected;

determining whether activation of an access point for utilization of radio resources of the access network node and the access point is expected;

determining whether aggregation of licensed and unlicensed radio resources for the wireless communication device is expected; and

determining whether activation for a higher capacity is expected.

3. The method of claim 1, wherein the determining whether the increase in capacity is expected further comprises monitoring at least one of a buffer fill state and a buffer fill rate of a data buffer associated with the access network node.

4. The method of claim 1, wherein the adjusting the AQM operation comprises adjusting one or more AQM parameters of the AQM operation associated with the access network node.

5. The method of claim 4, wherein the adjusting the one or more AQM parameters comprises increasing the one or more AQM parameters.

6. The method of claim 5, wherein the increasing the one or more AQM parameters comprises increasing an AQM parameter indicating a time when to drop a first packet of the data transmission between the access network node and the wireless communication device.

7. The method of claim 1, wherein the adjusting the AQM operation comprises switching off the AQM operation.

8. The method of claim 1, wherein the readjusting the AQM operation comprises readjusting one or more AQM parameters of the AQM operation.

9. The method of claim 8, wherein the readjusting the one or more AQM parameters comprises decreasing the one or more AQM parameters.

10. The method of claim 8, wherein the one or more AQM parameters are readjusted to at least one of:

one or more initial values of the AQM operation;

one or more default values of the AQM operation;

one or more values estimated based on a current throughput of the data transmission between the access network node and the wireless communication device; and

one or more values estimated based on a round-trip-time of the data transmission between the access network node and the wireless communication device.

11. The method of claim 1, wherein the readjusting the AQM operation comprises reactivating a switched-off AQM operation.

12. The method of claim 1, wherein the detecting the trigger event further comprises detecting whether the increased capacity is configured.

13. The method of claim 1, wherein the detecting the trigger event further comprises at least one of:

monitoring a buffer fill state of a data buffer associated with the access network node;

monitoring a buffer fill rate of a data buffer associated with the access network node;

monitoring arrival and departure times of data packets in a data buffer associated with the access network node; and

monitoring a queuing time of data packets in a data buffer associated with the access network node.

14. A non-transitory computer readable recording medium storing a computer program product for adjusting adaptive queue management (AQM) operation in a wireless communication network, the computer program product comprising software instructions which, when run on processing circuitry of an access network node of the wireless communication network, cause the access network node to:

determine whether an increase in capacity for data transmission between the access network node and a wireless communication device is expected, by at least one of;

determining whether one or more additional radio resources for the data transmission between the access network node and the wireless communication device are expected to be added; and

determining whether more efficient use of radio resources for the data transmission between the access network node and the wireless communication device is expected, wherein the more efficient use is one of an activation of already established resources, a higher modulation and coding scheme, and a more efficient configuration;

adjust the AQM operation associated with the access network node, when it is determined that the increase in capacity for the data transmission between the access network node and the wireless communication device is expected; and

detect a trigger event and readjust the AQM operation when the trigger event is detected, wherein the detection of the trigger event comprises evaluation whether the AQM operation has been adjusted for a certain time.

15. An access network node for adjusting adaptive queue management (AQM) operation in a wireless communication network, the access network node comprising:

processing circuitry;

memory containing instructions executable by the processing circuitry whereby the access network node is operative to;

determine whether an increase in capacity for data transmission between the access network node and a wireless communication device is expected, by at least one of;

determining whether one or more additional radio resources for the data transmission between the access network node and the wireless communication device are expected to be added; and

determining whether more efficient use of radio resources for the data transmission between the access network node and the wireless communication device is expected, wherein the more efficient use is one of an activation of already established resources, a higher modulation and coding scheme, and a more efficient configuration;

adjust the AQM operation associated with the access network node, when it is determined that the increase in capacity for the data transmission between the access network node and the wireless communication device is expected; and

detect a trigger event and readjust the AQM operation when the trigger event is detected, wherein the detection of the trigger event comprises evaluation whether the AQM operation has been adjusted for a certain time.

16. The access network node of claim 15, wherein the access network node comprises, or is configured as, or is part of:

a radio base station, a radio network controller, a NodeB, an eNodeB or an access point.

17. A wireless communication system, comprising:

an access network node comprising processing circuitry and memory, the memory containing instructions executable by the processing circuitry whereby the access network node is operative to;

determine whether an increase in capacity for data transmission between the access network node and a wireless communication device is expected, by at least one of;

determining whether one or more additional radio resources for the data transmission between the access network node and the wireless communication device are expected to be added; and

determining whether more efficient use of radio resources for the data transmission between the access network node and the wireless communication device is expected, wherein the more efficient use is one of an activation of already established resources, a higher modulation and coding scheme, and a more efficient configuration;

adjust the AQM operation associated with the access network node, when it is determined that the increase in capacity for the data transmission between the access network node and the wireless communication device is expected; and

detect a trigger event and readjust the AQM operation when the trigger event is detected, wherein the detection of the trigger event comprises evaluation whether the AQM operation has been adjusted for a certain time; and

one or more wireless communication devices.