IP Library › Granted Patent US 12,362,786
Granted Patent B2
US 12,362,786 · App. 18/020,239 · Granted Jul 15, 2025

Calculating an EVM of an antenna port

Inventor: Colin D. Frank (Park Ridge, IL)
Assignee: Lenovo (Singapore) Pte. Ltd.
H04B7/0413H04B7/005H04L1/06H04L25/03057H04L2025/03426H04L2025/03636
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Quick Facts
Patent No.
US 12,362,786
App. No.
18/020,239
Granted
Jul 15, 2025
Kind
B2
Abstract

Apparatuses, methods, and systems are disclosed for calculating an EVM of a transmitter. One apparatus includes a processor and a receiver that receives a signal via a propagation channel from an antenna port at a transmitter, the antenna port comprising multiple antennas and with an antenna connector for each antenna. The processor measures the received signal using an unbiased linear MMSE equalizer and calculates an EVM of the antenna port, where the EVM is calculated as 100 times the square root of the mean square error of the symbol estimate at the output of the unbiased linear MMSE equalizer.

Claims (127)

1. An evaluation apparatus comprising:

at least one memory; and

at least one processor coupled with the at least one memory and configured to cause the evaluation apparatus to:

receive a signal via a propagation channel from an antenna port at a transmitter, the antenna port comprising a plurality of antennas, wherein each antenna of the plurality of antennas has a respective antenna connector from a plurality of antenna connectors;

measure the received signal using an unbiased linear minimum mean square error (“MMSE”) equalizer; and

calculate an error vector magnitude (“EVM”) of the antenna port based at least in part on the received signal and an output of the unbiased linear MMSE equalizer, wherein the EVM is calculated as

EVM=100·√{square root over (( w H Σ −1 w ) −1 )},

 where w denotes a vector of gains measured at a plurality of antenna connectors and Σ denotes a noise covariance vector as measured at the plurality of antenna connectors.

2. The evaluation apparatus of claim 1 , wherein an EVM definition used to calculate the EVM of the antenna port is independent of the propagation channel when a channel matrix H of the propagation channel is invertible.

3. The evaluation apparatus of claim 2 , wherein the EVM definition used to calculate the EVM of the antenna port is a function of a precoding matrix associated with the received signal.

4. The evaluation apparatus of claim 1 , wherein the received signal is received using a same number of antennas as comprises the antenna port at the transmitter.

5. The evaluation apparatus of claim 1 , wherein the EVM of the antenna port is calculated as

E

⁢

V

⁢

M

=

(

EVM

1

)

2

⁢

(

EVM

2

)

2

(

EVM

1

)

2

+

(

EVM

2

)

2

,

if the noise between antenna connectors is uncorrelated, where EVM 1 is a respective EVM measured at a first antenna connector and where EVM 2 is a respective EVM measured at a second antenna connector.

6. The evaluation apparatus of claim 1 , wherein the transmitter comprises a user equipment (“UE”) for transmitting uplink signals to a base station, wherein the at least one processor is configured to cause the evaluation apparatus to define a noise floor of the base station due to transmitter noise using the calculated EVM.

7. A method performed by an evaluation device, the method comprising:

receiving a signal via a propagation channel from an antenna port at a transmitter, the antenna port comprising a plurality of antennas, wherein each antenna of the plurality of antennas has a respective antenna connector from a plurality of antenna connectors;

measuring the received signal using an unbiased linear minimum mean square error (“MMSE”) equalizer; and

calculating an error vector magnitude (“EVM”) of the antenna port based at least in part on the received signal and an output of the unbiased linear MMSE equalizer, wherein the EVM is calculated as

EVM=100·√{square root over (( w H Σ −1 w ) −1 )},

 where w denotes a vector of gains measured at a plurality of antenna connectors and Σ denotes a noise covariance vector as measured at the plurality of antenna connectors.

8. The method of claim 7 , wherein an EVM definition used to calculate the EVM of the antenna port is independent of the propagation channel when a channel matrix H of the propagation channel is invertible.

9. The method of claim 8 , wherein the EVM definition used to calculate the EVM of the antenna port is a function of a precoding matrix associated with the received signal.

10. The method of claim 7 , wherein the received signal is received at the unbiased linear MMSE equalizer using a same number of antennas as comprises the antenna port at the transmitter.

11. The method of claim 7 , wherein the EVM of the antenna port is calculated as

E

⁢

V

⁢

M

=

(

EVM

1

)

2

⁢

(

EVM

2

)

2

(

EVM

1

)

2

+

(

EVM

2

)

2

,

if the noise between antenna connectors is uncorrelated, where EVM 1 is a respective EVM measured at a first antenna connector and where EVM 2 is a respective EVM measured at a second antenna connector.

12. The method of claim 7 , wherein the transmitter comprises a user equipment (“UE”) for transmitting uplink signals to a base station, the method further comprising defining a noise floor of the base station due to transmitter noise using the calculated EVM.

13. A system comprising:

a transmitting device that:

generates a single-layer Multiple-Input, Multiple-Output (“MIMO”) signal; and

transmits the single-layer MIMO signal via a propagation channel using a transmitter;

an evaluation device that:

receives the single-layer MIMO signal using an unbiased linear minimum mean square error (“MMSE”) equalizer; and

calculates an error vector magnitude (“EVM”) of the transmitter based at least in part on the single-layer MIMO signal and an output of the unbiased linear MMSE equalizer, wherein the EVM is calculated as

EVM=100·√{square root over (( w H Σ −1 w ) −1 )},

 where w denotes a vector of gains measured at a plurality of antenna connectors and Σ denotes a noise covariance vector as measured at the plurality of antenna connectors.

14. The system of claim 13 , wherein an EVM definition used to calculate the EVM is independent of the propagation channel when a channel matrix H of the propagation channel is invertible.

15. The system of claim 14 , wherein the EVM definition used to calculate the EVM of the transmitter is a function of a precoding matrix used to generate the single-layer MIMO signal.

16. The system of claim 13 , wherein the single-layer MIMO signal is received at the unbiased linear MMSE equalizer using a same number of antennas as comprises an antenna port of the transmitter.

17. The system of claim 13 , wherein the EVM is calculated as

E

⁢

V

⁢

M

=

(

EVM

1

)

2

⁢

(

EVM

2

)

2

(

EVM

1

)

2

+

(

EVM

2

)

2

,

if the noise between a plurality of antenna connectors is uncorrelated, where EVM 1 is a first respective EVM measured at a first antenna connector and where EVM 2 is a second respective EVM measured at a second antenna connector.

Assignments (1)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Feb 8, 2023
From: FRANK, COLIN D.
To: LENOVO (SINGAPORE) PTE. LTD.
Reel/Frame 062629/0489 →
Continuity (3)
Provisional Application 63063163 · Aug 7, 2020
Provisional Application 63063179 · Aug 7, 2020
Related Publication 20230291618A1 · Sep 14, 2023
References Cited (28)
US 20030035491A1 · Walton et al. · 2003 [cited by applicant]
US 20090196224A1 · Zhang · 2009 [cited by examiner]
US 20130058427A1 · Bai et al. · 2013 [cited by applicant]
US 20130238262A1 · Asami · 2013 [cited by examiner]
US 20160352362A1 · Fonseka · 2016 [cited by examiner]
US 20170214429A1 · Eistein · 2017 [cited by examiner]
US 20180375597A1 · Sur · 2018 [cited by examiner]
US 20230171797A1 · Bao et al. · 2023 [cited by applicant]
US 20230275626A1 · Frank · 2023 [cited by applicant]
PCT/IB2021/057339, “Notification of Transmittal of the International Search Report and the Written Opinion of the International Searching Authority, or the Declaration”, International Searching Authority, Nov. 30, 2021,… [cited by applicant]
PCT/IB2021/057343, “Notification of Transmittal of the International Search Report and the Written Opinion of the International Searching Authority, or the Declaration”, International Searching Authority, Dec. 2, 2021, … [cited by applicant]
Qualcomm Inc., “TX EVM test condition correction for ULMIMO”, 3GPP TSG-RAN WG4 Meeting #93 R4-1913226, Nov. 18-22, 2019, pp. 1-3. [cited by applicant]
Qualcomm Inc., “FR1 TX EVM test condition correction for ULMIMO”, 3GPP TSG-RAN WG4 Meeting #94-e R4-2000204, Feb. 24-Mar. 6, 2020, pp. 1-4. [cited by applicant]
Huawei et al., “On UL MIMO Tx EVM requirement”, 3GPP TSG-RAN WG4 Meeting #94-e-Bis R4-2004734, Apr. 20-30, 2020, pp. 1-2. [cited by applicant]
Motorola Mobility, “EVM Definitions for Antenna Ports and MIMO Layers”, 3GPPRAN4#94-e-Bis R4-2004791, Apr. 20-30, 2020, pp. 1-5. [cited by applicant]
Qualcomm Inc., “FR1 TX EVM test condition correction for ULMIMO”, 3GPP TSG-RAN WG4 Meeting #94-e-Bis R4-2004866, Apr. 20-30, 2020, pp. 1-3. [cited by applicant]
Qualcomm Inc., “CR to 38.101-1: Revision to ULMIMO EVM spec”, 3GPP TSG RAN WG4 #95-e R4-2006777, May 25-Jun. 5, 2020, pp. 1-2. [cited by applicant]
Motorola Mobility, “On the Transmit EVM Requirement for UL MIMO Transmission”, 3GPP TSG-RAN WG4 Meeting RAN4#95-e R4-2008057, May 25-Jun. 5, 2020, pp. 1-4. [cited by applicant]
Huawei et al., “On UL MIMO Tx EVM requirement”, 3GPP TSG-RAN WG4 Meeting #95-e R4-2008214, May 25-Jun. 5, 2020, pp. 1-2. [cited by applicant]
Motorola Mobility, “Considerations on the EVM Definition for an Antenna Port or a Single MIMO Layer”, 3GPP TSG-RAN WG4 Meeting RAN4#95-e R4-2008276, May 25-Jun. 5, 2020, pp. 1-5. [cited by applicant]
Motorola Mobility, “WF on EVM Requirement for UL MIMO Transmission”, 3GPP TSG-RAN WG4 Meeting RAN4#95-e R4-2008404, May 25-Jun. 5, 2020, pp. 1-4. [cited by applicant]
Qualcomm, “WF on Enabling Transparent TxD in Rel-16”, 3GPP TSG-RAN WG4 Meeting # 95-e R4-2008465, May 25-Jun. 5, 2020, pp. 1-9. [cited by applicant]
Lenovo et al., “Further Considerations on the EVM Definition for Antenna Ports Including Transparent Transmit Diversity”, 3GPP TSG-RAN WG4 Meeting RAN4#96-e R4-2011519, Aug. 17-28, 2020, pp. 1-9. [cited by applicant]
Lenovo et al., “On the Transmit EVM Requirement for UL MIMO Transmission”, 3GPP TSG-RAN WG4 Meeting RAN4#96-e R4-2011520, Aug. 17-28, 2020, pp. 1-9. [cited by applicant]
3GPP, “3rd Generation Partnership Project; Technical Specification Group Radio Access Network; NR; User Equipment (UE) conformance specification; Radio transmission and reception; Part 1: Range 1 Standalone; (Release 16… [cited by applicant]
3GPP, “3rd Generation Partnership Project; Technical Specification Group Radio Access Network; NR; User Equipment (UE) conformance specification; Radio transmission and reception; Part 1: Range 1 Standalone; (Release 16… [cited by applicant]
U.S. Appl. No. 18/020,231 “Office Action Summary”, USPTO, Jun. 20, 2024, pp. 1-12. [cited by applicant]
U.S. Appl. No. 18/020,231 “Office Action Summary”, USPTO, Jan. 13, 2025, pp. 1-17. [cited by applicant]
Cited By (1)
US 12,494,823