IP Library Granted Patent US 12,294,941
Granted Patent B2
US 12,294,941 · App. 17/846,788 · Granted May 6, 2025

Synchronized downlink and uplink multi-user MIMO candidate selection in massive-MIMO system

Inventor: Manoharan Ramalingam (Bengaluru, IN)
Assignee: Mavenir Networks, Inc.
H04W48/20H04B7/0452H04L5/0051
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Quick Facts
Patent No.
US 12,294,941
App. No.
17/846,788
Granted
May 6, 2025
Kind
B2
Abstract

A method for synchronized selection of user equipments (UEs) for both downlink (DL) Multi-User Multiple Input Multiple Output (MU-MIMO) operation and uplink (UL) MU-MIMO operation includes: applying a common set of selection criteria for selecting a common pool of UE candidates for both DL and UL MU-MIMO operations, wherein the common set of selection criteria are applied in Stage-1 selection process to select Stage-1 candidates for a UE candidates list; and if the Stage-1 selection process applying the common set of selection criteria is not able to find UE candidates to fill available slots in the UE candidates list, initiating Stage-2 selection process involving 1) applying a first set of Stage-2 selection criteria to select DL-only traffic UEs as Stage-2 candidates for the UE candidates list, and 2) applying a second set of Stage-2 selection criteria to select UL-only traffic UEs as Stage-2 candidates for the UE candidates list.

Claims (39)

1. A method for synchronized selection of user equipments (UEs) for both downlink (DL) Multi-User Multiple Input Multiple Output (MU-MIMO) operation and uplink (UL) MU-MIMO operation, comprising:

applying, by one of an Evolved Node B (eNB) or a Next Generation Node B (gNB), a common set of selection criteria for selecting a common pool of UE candidates to implement MU-MIMO-allocation user pairing for both DL MU-MIMO operation and UL MU-MIMO operation, wherein the common set of selection criteria are applied in Stage-1 selection process to select Stage-1 candidates for a UE candidates list; and

if the Stage-1 selection process applying the common set of selection criteria is not able to find UE candidates to fill available slots in the UE candidates list, initiating, by one of the eNB or the gNB, Stage-2 selection process involving 1) applying a first set of Stage-2 selection criteria to select DL-only traffic UEs as Stage-2 candidates for the UE candidates list, and 2) applying a second set of Stage-2 selection criteria to select UL-only traffic UEs as Stage-2 candidates for the UE candidates list;

wherein:

the number of the Stage-1 candidates is represented by M1N1;

the number of Stage-2 DL-only traffic candidate UE is represented by M;

the number of Stage-2 UL-only traffic candidate UE is represented by N;

Sounding Reference Signal (SRS) capacity is represented by n; and

at least one of i) M1N1+M=n, ii) M1N1+N=n, iii) M1N1+M=n/2, and iv) M1N1+N=n/2.

2. The method according to claim 1 , wherein a Time Division Duplex (TDD)-based MU-MIMO system is utilized.

3. The method according to claim 1 , comprising:

avoiding splitting the SRS capacity of a wireless cell between DL MU-MIMO algorithm and UL MU-MIMO algorithm.

4. The method according to claim 1 , wherein after Stage-2 selection process is initiated, the Stage-1 selection process and the Stage-2 selection process are active simultaneously.

5. The method according to claim 4 , further comprising:

if i) the Stage-1 selection process applying the common set of selection criteria is able to find UE candidates while the Stage-2 selection process is active, and ii) there is no available slot in the UE candidates list, then deleting, by one of the eNB or the gNB, Stage-2 candidate from the UE candidates list.

6. The method according to claim 5 , wherein UL-only traffic UEs are deleted from the UE candidates list before DL-only traffic UEs are deleted.

7. The method according to claim 6 , wherein the deletion of the UL-only traffic UEs and the deletion of the DL-only traffic UEs are implemented in first-in-first-out (FIFO) manner.

8. The method according to claim 1 , wherein the common set of selection criteria applied in Stage-1 selection process comprises a criterion based on DL Signal to Noise Ratio (SINR) threshold.

9. The method according to claim 1 , wherein the common set of selection criteria applied in Stage-1 selection process comprises a criterion based on a combination of i) a first threshold based on DL Buffer Occupancy (BO), and ii) a second threshold based on UL Buffer Status Report (BSR).

10. The method according to claim 1 , wherein i) the first threshold is for estimated average UE volume per second derived based on Buffer Occupancy (BO) of all High throughput logical channels for DL, and ii) the second threshold is for estimated average UE volume per second derived based on Buffer Status Report (BSR) of all High throughput logical channels for UL.

11. The method according to claim 1 , further comprising at least one of:

i) deleting, by one of the eNB or the gNB, a Stage-1 candidate from the UE candidates list if the Stage-1 candidate no longer satisfies any of the common set of selection criteria applied in Stage-1 selection process; and

ii) deleting, by one of the eNB or the gNB, a Stage-2 candidate from the UE candidates list if the Stage-2 candidate no longer satisfies any criterion in the corresponding one of the first or second set of Stage-2 selection criteria used to select the Stage-2 candidate.

12. The method according to claim 11 , further comprising:

if all the Stage-2 candidates are deleted from the UE candidates list and no available slot exists in the UE candidates list, ending the Stage-2 selection process and transitioning to only Stage-1 selection process.

13. The method according to claim 5 , further comprising:

if all the Stage-2 candidates are deleted from the UE candidates list and no available slot exists in the UE candidates list, ending the Stage-2 selection process and transitioning to only Stage-1 selection process.

14. The method according to claim 8 , wherein the criterion based on DL Signal to Noise Ratio (SINR) threshold is mapped from DL Channel Quality Indicator (CQI).

15. The method according to claim 14 , wherein:

the criterion based on DL SINR threshold is DL Modulation and Coding Scheme (MCS) SINR;

DL CQI is mapped to SINR to produce “CQI-SINR”;

MCS is mapped to SINR to produce “MCS-SINR”; and

CQI-SINR is mapped to MCS-SINR to produce DL MCS SINR.

16. The method according to claim 3 , wherein the common set of selection criteria applied in Stage-1 selection process comprises a criterion based on DL Signal to Noise Ratio (SINR) threshold.

17. The method according to claim 3 , wherein the common set of selection criteria applied in Stage-1 selection process comprises a criterion based on a combination of i) a first threshold based on DL Buffer Occupancy (BO), and ii) a second threshold based on UL Buffer Status Report (BSR).

18. The method according to claim 17 , wherein i) the first threshold is for estimated average UE volume per second derived based on Buffer Occupancy (BO) of all High throughput logical channels for DL, and ii) the second threshold is for estimated average UE volume per second derived based on Buffer Status Report (BSR) of all High throughput logical channels for UL.

19. The method according to claim 3 , further comprising at least one of:

i) deleting, by one of the eNB or the gNB, a Stage-1 candidate from the UE candidates list if the Stage-1 candidate no longer satisfies any of the common set of selection criteria applied in Stage-1 selection process; and

ii) deleting, by one of the eNB or the gNB, a Stage-2 candidate from the UE candidates list if the Stage-2 candidate no longer satisfies any criterion in the corresponding one of the first or second set of Stage-2 selection criteria used to select the Stage-2 candidate.

Assignments (16)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Feb 9, 2026
From: MAVENIR US INC.
To: MAVENIR NETWORKS, INC.
Reel/Frame 073728/0678 →
RELEASE OF SECURITY INTEREST IN COLLATERAL RECORDED AT REEL 069115 AND FRAME 0815 Recorded Jul 31, 2025
From: GLAS USA LLC
To: MAVENIR NETWORKS, INC.
Reel/Frame 072307/0408 →
RELEASE OF SECURITY INTEREST IN COLLATERAL RECORDED AT REEL 067554 AND FRAME 0789 Recorded Jul 29, 2025
From: WILMINGTON SAVINGS FUND SOCIETY, FSB
To: MAVENIR NETWORKS, INC.
Reel/Frame 072263/0211 →
GRANT OF SECURITY INTEREST - PATENTS Recorded Jul 29, 2025
From: MAVENIR NETWORKS, INC.; MAVENIR SYSTEMS, INC.; ARGYLE DATA, INC.; MAVENIR, INC.; AQUTO CORPORATION; MAVENIR IPA UK LIMITED; MAVENIR SYSTEMS UK LIMITED; MAVENIR LTD.; MAVENIR US INC.
To: GLAS USA LLC
Reel/Frame 072245/0764 →
RELEASE OF SECURITY INTERESTS (SIDECAR) Recorded Jul 29, 2025
From: JPMORGAN CHASE BANK, N.A.
To: MAVENIR NETWORKS, INC.
Reel/Frame 072262/0363 →
RELEASE OF SECURITY INTERESTS (SYNDICATED) Recorded Jul 29, 2025
From: JPMORGAN CHASE BANK, N.A.
To: MAVENIR NETWORKS, INC.
Reel/Frame 072262/0409 →
SECURITY INTEREST Recorded Jul 28, 2025
From: MAVENIR NETWORKS, INC.; MAVENIR SYSTEMS, INC.; ARGYLE DATA, INC.; MAVENIR, INC.; AQUTO CORPORATION; MAVENIR IPA UK LIMITED; MAVENIR SYSTEMS UK LIMITED; MAVENIR LTD.; MAVENIR US INC.
To: BLUE TORCH FINANCE LLC
Reel/Frame 072268/0439 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jul 28, 2025
From: MAVENIR NETWORKS, INC.
To: MAVENIR US INC.
Reel/Frame 071845/0198 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jul 27, 2025
From: MAVENIR NETWORKS, INC.
To: MAVENIR US, INC.
Reel/Frame 071842/0387 →
INTELLECTUAL PROPERTY SECURITY AGREEMENT Recorded Oct 4, 2024
From: MAVENIR NETWORKS, INC.
To: GLAS USA LLC
Reel/Frame 069115/0815 →
RELEASE OF SECURITY INTEREST RECORDED AT R/F 068453/0642 Recorded Oct 4, 2024
From: WILMINGTON SAVINGS FUND SOCIETY, FSB
To: MAVENIR NETWORKS, INC.
Reel/Frame 069117/0074 →
SECURITY INTEREST Recorded Aug 30, 2024
From: MAVENIR NETWORKS, INC.
To: WILMINGTON SAVINGS FUND SOCIETY, FSB
Reel/Frame 068453/0642 →
INTELLECTUAL PROPERTY SECURITY AGREEMENT SUPPLEMENT Recorded Jul 18, 2024
From: MAVENIR NETWORKS, INC.
To: JPMORGAN CHASE BANK, N.A., AS COLLATERAL AGENT
Reel/Frame 068425/0381 →
INTELLECTUAL PROPERTY SECURITY AGREEMENT SUPPLEMENT Recorded Jul 18, 2024
From: MAVENIR NETWORKS, INC.
To: JPMORGAN CHASE BANK, N.A., AS COLLATERAL AGENT
Reel/Frame 068425/0372 →
SECURITY INTEREST Recorded May 29, 2024
From: MAVENIR NETWORKS, INC.
To: WILMINGTON SAVINGS FUND SOCIETY, FSB
Reel/Frame 067554/0789 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jun 22, 2022
From: RAMALINGAM, MANOHARAN
To: MAVENIR NETWORKS, INC
Reel/Frame 060278/0464 →
Continuity (2)
Provisional Application 63218719 · Jul 6, 2021
Related Publication 20230018556A1 · Jan 19, 2023
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