Load estimation in 3GPP networks

• US 9,185,587 B2
• Filed: 04/22/2013
• Issued: 11/10/2015
• Est. Priority Date: 10/18/2012
• Status: Active Grant

• Current Assignee: Apple Inc.
• Original Assignee: Apple Inc.
• Inventors: Vangala, Sarma V., Tabet, Tarik, Balakrishnan, Swaminathan, Kim, Yuchul, Damji, Navid, Vallath, Sreevalsan, Khay-Ibbat, Samy, Mujtaba, Syed Aon
• Primary Examiner(s): Nguyen, David Q
• Application Number:
  US13/867,584
• Publication Number:
  US 20140112172A1
• Time in Patent Office: 932 Days
• Field of Search: 455/226.2, 455/273, 455/436, 455/553.1, 370/252, 370/332, 370/331
• US Class Current: 1/1
• CPC Class Codes: H04B 17/309 Measuring or estimating channel quality parameters
• CPC Class Codes: H04L 43/0888 Throughput
• CPC Class Codes: H04L 43/10 Active monitoring, e.g. heartbeat, ping or trace-route
• CPC Class Codes: H04W 24/06 Testing, supervising or monitoring using simulated traffic
• CPC Class Codes: H04W 24/08 Testing, supervising or monitoring using real traffic

Abstract

Loading estimation of 3GPP networks. One or more metrics relating to a cell of a 3GPP network may be measured. Loading of the cell may be estimated based on the one or more metrics. The metrics may include metrics measured, estimated, or derived at multiple layers, possibly including one or more of physical layer, radio link control layer, radio resource control layer, or application layer metrics.

Claims

1. A method for estimating loading of a cell in an LTE cellular network by wireless user equipment (UE) device, the method comprising:

measuring or estimating two or more physical layer metrics, wherein the physical layer metrics comprise two or more of;

total received power at the UE;

pilot signal power of the cell;

interference power;

or

noise power;

wherein the two or more physical layer metrics comprise total received power at the UE, interference power, and noise power, wherein the physical layer metrics are measured or estimated for one or more resource blocks (RBs);

performing one or more comparisons using the physical layer metrics and a predetermined threshold, wherein performing the one or more comparisons comprises;

comparing the total received power at the UE to the interference power plus the noise power;

determining that the one or more RBs are allocated if the total received power at the UE is greater than the interference power plus the noise power by at least the predetermined threshold; and

estimating loading of the cell based on the one or more comparisons, wherein estimating loading of the cell is based on relative proportions of allocated and empty RBs at the cell.

2. The method of claim 1, wherein said measuring or estimating and comparing are performed on a per RB basis for each of the one or more RBs.

3. The method of claim 1, wherein said measuring or estimating and comparing are performed on a group of RBs.

4. A wireless user equipment (UE) device, comprising:

a radio; and

a processing element operatively coupled to the radio;

wherein the radio and the processing element are configured to;

measure or estimate a plurality of two or more physical layer metrics of a cell in a cellular network, wherein the physical layer metrics comprise two or more of;

total received power at the UE;

pilot signal power of the cell;

interference power;

or

noise power;

wherein the two or more physical layer metrics comprise total received power at the UE, interference power, and noise power, wherein the physical layer metrics are measured or estimated for one or more resource blocks (RBs);

compare the total received power at the UE to the interference power plus the noise power;

determine that the one or more RBs are allocated if the total received power at the UE is greater than the interference power plus the noise power by at least a predetermined threshold;

estimate loading of the cell based on relative proportions of allocated and empty RBs at the cell.

5. The UE of claim 4, wherein the cell is a serving cell of the UE, wherein the radio and the processing element are further configured to:

modify transmission scheduling based on estimating loading of the cell.

6. The UE of claim 4, wherein the cell is a serving cell of the UE, wherein the radio and the processing element are further configured to:

estimate loading of a second cell based on relative proportions of allocated and empty RBs at the second cell;

determine whether to re-select to the second cell based on estimating loading of the serving cell and estimating loading of the second cell.

7. The UE of claim 6,

wherein the UE is further configured to estimate loading of the serving cell and estimate loading of the second cell concurrently using multiple radio frequency (RF) chains of the UE.

8. The UE of claim 4, wherein the UE is configured to perform said measuring or estimating and comparing on a per RB basis for each of the one or more RBs.

9. The UE of claim 4, wherein the UE is configured to perform said measuring or estimating and comparing on a group of RBs.

10. A wireless user equipment (UE) device, comprising:

a radio; and

a processing element operatively coupled to the radio;

wherein the radio and the processing element are configured to;

measure two or more physical layer metrics of an LTE cell, wherein the physical layer metrics comprise two or more of;

total received power at the UE;

reference signal received power (RSRP) of the LTE cell;

interference power;

or

noise power;

wherein the two or more physical layer metrics comprise total received power at the UE, RSRP of the LTE cell, and RSRP of one or more neighbor cells, wherein the physical layer metrics are measured for one or more resource blocks (RBs);

perform one or more comparisons using the physical layer metrics and a predetermined threshold, wherein performing the one or more comparisons comprises determining whether the one or more RBs are allocated based on an equation relating the total received power at the UE to the RSRPs of the LTE cell and the one or more neighbor cells; and

estimate loading of the LTE cell based on relative proportions of allocated and empty RBs at the cell.

11. The UE of claim 10, wherein the LTE cell is a serving cell of the UE, wherein the radio and the processing element are further configured to:

modify transmission scheduling based on estimating loading of the LTE cell.

12. The UE of claim 10, wherein the LTE cell is a serving cell of the UE, wherein the radio and the processing element are further configured to:

estimate loading of a second cell based on relative proportions of allocated and empty RBs at the second cell;

determine whether to re-select to the second cell based on estimating loading of the serving cell and estimating loading of the second cell.

13. The UE of claim 12,

wherein the UE is further configured to estimate loading of the serving cell and estimate loading of the second cell concurrently using multiple radio frequency (RF) chains of the UE.

14. The UE of claim 10, wherein the UE is configured to perform said measuring or estimating and determining on a per RB basis for each of the one or more RBs.

15. The UE of claim 10, wherein the UE is configured to perform said measuring or estimating and determining on a group of RBs.