System and method for resource management in heterogeneous wireless networks

• US 9,813,922 B2
• Filed: 07/29/2015
• Issued: 11/07/2017
• Est. Priority Date: 07/29/2014
• Status: Active Grant

• Current Assignee: NEC Corporation
• Original Assignee: NEC Corporation
• Inventors: Prasad, Narayan, Singh, Vaibhav, Rangarajan, Sampath
• Primary Examiner(s): Masur, Paul H
• Assistant Examiner(s): Phillips, Michael
• Application Number:
  US14/812,580
• Publication Number:
  US 20160037387A1
• Time in Patent Office: 832 Days
• CPC Class Codes: H04L 47/41 by acting on aggregated flows or links
• CPC Class Codes: H04W 24/02 Arrangements for optimising operational condition
• CPC Class Codes: H04W 28/02 Traffic management, e.g. flow control or congestion control
• CPC Class Codes: H04W 72/0446 Resources in time domain, e.g. slots or frames

Abstract

A system and method for resource management in a heterogeneous wireless network wherein the resources of the mobile communications system are managed on a coarse time-scale and a fine time-scale. The coarse time-scale management comprises a first stage of determining the user association for each of the plurality of TPs followed by a second stage of determining activation fractions for all TPs. The determining of the user association is performed by utilizing a GLS procedure having a Greedy Stage and a Local Search Stage. In the Greedy Stage, new user, TP pairs are analyzed and the pair with the greatest improvement in system utility is selected. In the Local Search Stage, potential swaps are analyzed and a pair offering the greatest improvement that exceeds a threshold is selected. The determining of activation fractions for all TPs is performed by utilizing an auxiliary function method.

Claims

1. A method implemented in a mobile communications system having a plurality of transmission points (TPs) and at least one user, the method comprising:

managing the resources of the mobile communications system on two time-scales including a coarse time-scale and a fine time-scale, wherein the coarse time-scale management comprises a first stage of determining a user association for each of the plurality of TPs followed by a second stage of determining activation fractions for all TPs, said first and second stages being performed at a start of a frame;

utilizing a procedure having a greedy stage and a local search stage to determine the user association, wherein said greedy stage comprising the following steps;

inputting average single-user rates and a fairness factor;

analyzing gains of system utility from different user, TP pairs, said gains of system utility being responsive to the average single-user rates and the fairness factor;

selecting a user, TP pair based on the user having not been previously selected and the TP pair providing a most favorable incremental change for system utility among all user, TP pairs;

determining if all users have been assigned a TP;

performing the greedy stage again beginning from the step of selecting the user, TP pair if some users have not been assigned the TP; and

outputting a set of selected user, TP pairs if all users have been selected; and

said local search stage comprises the following steps;

inputting the fairness factor, average single-user rates, an improvement threshold and the set of selected user, TP pairs output from the greedy stage;

analyzing each user and determining a change in system utility obtained by a potential swap of a currently assigned TP for each user with every other TP;

analyzing the potential swaps for all users and determining a most favorable swap which provides a greatest improvement in the system utility;

determining whether the improvement in the system utility for the most favorable swap is greater than the improvement threshold;

updating the selected set of user, TP pairs to include the most favorable swap if the improvement from the swap are greater than the improvement threshold and performing the local search stage again beginning with the step of analyzing each user and determining the change in system utility obtained by the potential swap; and

outputting a current set of selected user, TP pairs if the improvement from the most favorable swap is less than the improvement threshold.

2. The method as recited in claim 1, wherein the fine time-scale management is performed based on quickly changing data comprising instantaneous rate or a signal to interference plus noise ratio.

3. The method as recited in claim 1, wherein the coarse time-scale management is performed based on slowly varying metrics that are relevant for a period longer than the backhaul latency.

4. The method as recited in claim 1, wherein the fine time-scale management is performed to modify the resource management of a specific TP without coordination with any of the other TPs.

5. The method as recited in claim 1, wherein the inputted average single user rates include a weight for prioritizing the at least one user.

6. The method as recited in claim 1, wherein the inputted average single user rate takes into consideration the activation fractions of all of the TPs.

7. The method as recited in claim 1, wherein the second stage of determining activation fractions for all TPs is performed by utilizing an auxiliary function method.

8. The method as recited in claim 1, wherein the determination of the activation fractions further includes generating a sub-frame level ON-OFF pattern for each TP in each frame and a ratio of a total number of ON subframes in the pattern generated for each TP and a total number of subframes in the frame is approximately equal to the determined activation fraction for that TP.

9. A base station used in a mobile communications system having a plurality of transmission points (TPs) and at least one user, the base station comprising:

a Resource Management (RM) module configured to manage the resources of the mobile communications system on two time scales including a coarse time-scale and a fine time-scale;

wherein the coarse time-scale management that the RM module is configured to perform comprises a determination of user association for each of the plurality of TPs followed by a determination of activation fractions for all TPs, said RM module being configured to produce the determinations at the start of each frame;

wherein the RM module is configured to determine the user association by utilizing a procedure having a greedy stage and a local search stage;

wherein in the greedy stage, the RM module is configured to input average single-user rates and a fairness factor;

the RM module is further configured to analyze system utility gains from different user, TP pairs and select a user, TP pair based on the user having not been previously selected and the TP pair provides a most favorable incremental change for system utility among all user, TP pairs; and

the RM module is configured to determine if all users have been assigned a TP;

wherein the RM module is configured to perform the greedy stage again beginning from the step of selecting the user, TP pair if some users have not been assigned the TP;

wherein the RM module is configured to output the set of selected user, TP pairs if all users have been selected; and

wherein in the local search stage, the RM module is configured to input the fairness factor, average single-user rates, an improvement threshold and the set of selected user, TP pairs output from the greedy stage;

the RM module is further configured to analyze each user and determine a change in system utility obtained by a potential swap of a currently assigned TP for each user with every other TP;

the RM module is configured to analyze the potential swaps for all users and determine a most favorable swap which provides a greatest improvement in the system utility; and

the RM module is configured to determine whether the improvement in the system utility from the most favorable swap is greater than the improvement threshold;

wherein if the improvement from the swap is determined to be greater than the improvement threshold, the RM module is configured to update the selected set of user, TP pairs to include the most favorable swap and the RM module is configured to perform the local search stage again beginning with performing an analysis of each user and determining the change in system utility obtained by the potential swap;

wherein if the improvement from the most favorable swap is less than the improvement threshold, the RM module is configured to output the current set of selected user, TP pairs.

10. The base station as recited in claim 9, wherein the RM module is configured to perform the fine time-scale management based on quickly changing data comprising instantaneous rate or a signal to interference plus noise ratio.

11. The base station as recited in claim 9, wherein the RM module is configured to perform the coarse time-scale management based on slowly varying metrics that are relevant for a period longer than the backhaul latency.

12. The base station as recited in claim 9, wherein the RM module is configured to utilize the fine time-scale management to modify the resource management of a specific TP without coordination with any of the other TPs.

13. The base station as recited in claim 9, wherein a computation module is configured to compute the inputted average single user rates, said inputted average single user rates including a weight for prioritizing the at least one user.

14. The base station as recited in claim 13, wherein the computation module is configured to take into consideration the activation fractions of all of the TPs in order to compute the inputted average single user rates.

15. The base station as recited in claim 9, wherein the RM module is configured to utilize an auxiliary function method in order to determine the activation fractions for all TPs.

16. The base station as recited in claim 9, wherein the RM module is configured to generate a sub-frame level ON-OFF pattern for each TP in each frame after determining the activation fractions for all TPs, wherein the ratio of a total number of ON subframes in the pattern generated for the TP and a total number of subframes in the frame is approximately equal to the determined activation fraction for each TP.

17. The base station as recited in claim 16, wherein the RM module is configured to transmit the sub-frame level ON-OFF pattern via a CoMP Hypothesis message or an enhanced Relative Narrowband Transmit Power (RNTP) message.

18. The base station as recited in claim 9, wherein the RM module is configured to determine the activation fraction for a frame in the future for a particular TP.