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Shiwen He, Haiming Wang Submission Slide 1 doc.: IEEE 802. 11- 14/1400r1 November 2014 CSI Feedback for MIMO-OFDM Transmission in IEEE 802.11aj (45 GHz) Authors/contributors: Date: 2014-11-5 Presenter: Haiming Wang N am e C om pany A ddress Phone Em ail Shiw en H E Southeast U niversity (SEU ) 2 Sipailou,N anjing 210096, C hina +86-25-5209 1653-3121 (ext.) hesw01@ seu.edu.cn Haim ing W ANG +86-25-5209 1653-301 (ext.) hm wang@ seu.edu.cn Y ongm ing HUAN G huangym@ seu.edu.c n Y uanw en LI yuanwenli.1202@gm ail.com Bo W U [email protected] .cn W eiHONG +86-25-5209 1650 weihong@ seu.edu.cn Bo SU N ZTE sun.bo1@ zte.com.cn

Shiwen He, Haiming Wang Submission Slide 1 doc.: IEEE 802. 11-14/1400r1 November 2014 CSI Feedback for MIMO-OFDM Transmission in IEEE 802.11aj (45 GHz)

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Page 1: Shiwen He, Haiming Wang Submission Slide 1 doc.: IEEE 802. 11-14/1400r1 November 2014 CSI Feedback for MIMO-OFDM Transmission in IEEE 802.11aj (45 GHz)

Shiwen He, Haiming WangSubmission Slide 1

doc.: IEEE 802. 11-14/1400r1November 2014

CSI Feedback for MIMO-OFDM Transmission in IEEE 802.11aj (45 GHz)

Name Company Address Phone Email

Shiwen HE

Southeast University (SEU)

2 Sipailou, Nanjing 210096, China

+86-25-5209 1653-3121 (ext.)

[email protected]

Haiming WANG +86-25-5209 1653-301 (ext.)

[email protected]

Yongming HUANG [email protected]

Yuanwen LI [email protected]

Bo WU [email protected]

Wei HONG +86-25-5209 1650 [email protected]

Bo SUN ZTE [email protected]

Authors/contributors:

Date: 2014-11-5Presenter: Haiming Wang

Page 2: Shiwen He, Haiming Wang Submission Slide 1 doc.: IEEE 802. 11-14/1400r1 November 2014 CSI Feedback for MIMO-OFDM Transmission in IEEE 802.11aj (45 GHz)

Shiwen He, Haiming WangSubmission Slide 2

doc.: IEEE 802. 11-14/1400r1November 2014

Abstract

This presentation proposes CSI feedback schemes for transmit beamforming in IEEE 802.11aj (45 GHz).

Page 3: Shiwen He, Haiming Wang Submission Slide 1 doc.: IEEE 802. 11-14/1400r1 November 2014 CSI Feedback for MIMO-OFDM Transmission in IEEE 802.11aj (45 GHz)

Shiwen He, Haiming WangSubmission Slide 3

doc.: IEEE 802. 11-14/1400r1November 2014

Introduction (1/2)

Beamforming can improve the performance of system, including

- Enhance throughput in IEEE 802.11n/ac Quasi-ML detection performance can be achieved with a low-complexity

receiving structure.

- Expand coverage in IEEE 802.11ad By focusing transmitting power on a specific direction, signals can be

transmitted to a longer distance.

Compressed beamforming matrix feedback based on Givens Rotation has been used in IEEE 802.11n/ac, due to

- Reduced feedback overhead

- Low complexity

Page 4: Shiwen He, Haiming Wang Submission Slide 1 doc.: IEEE 802. 11-14/1400r1 November 2014 CSI Feedback for MIMO-OFDM Transmission in IEEE 802.11aj (45 GHz)

Shiwen He, Haiming WangSubmission Slide 4

doc.: IEEE 802. 11-14/1400r1November 2014

Introduction (2/2)

The number of bits used for angle quantization in IEEE 802.11n and IEEE 802.11ac

- 802.11n supports (3,1), (4,2), (5,3) or (6,4) bits to quantize angle (ϕ, ψ).

- 802.11ac supports (4,2) or (6,4) bits to quantize angle (ϕ, ψ) for single user, and (7,5) or (9,7) bits to quantize angle (ϕ, ψ) for multi-user.

Subcarrier grouping has been applied in IEEE 802.11n and IEEE 802.11ac to further reduce feedback amount

- 11n and 11ac both support to combine 2 or 4 subcarriers into one group.

- Appropriate interpolation method is needed to reconstruct beamforming matrices.

Page 5: Shiwen He, Haiming Wang Submission Slide 1 doc.: IEEE 802. 11-14/1400r1 November 2014 CSI Feedback for MIMO-OFDM Transmission in IEEE 802.11aj (45 GHz)

Shiwen He, Haiming WangSubmission Slide 5

doc.: IEEE 802. 11-14/1400r1November 2014

Feedback scheme

Explicit feedback is proposed for beamforming to 802.11aj (45 GHz), including

a) CSI feedback - Channel matrix H

b) Noncompressed Beamforming Matrix feedback- Right singular matrix of H

c) Compressed Beamforming Matrix feedback- Compressed right singular matrix of H

Page 6: Shiwen He, Haiming Wang Submission Slide 1 doc.: IEEE 802. 11-14/1400r1 November 2014 CSI Feedback for MIMO-OFDM Transmission in IEEE 802.11aj (45 GHz)

Shiwen He, Haiming WangSubmission Slide 6

doc.: IEEE 802. 11-14/1400r1November 2014

Angle Quantization

For compressed beamforming matrix feedback based on Givens Rotation , angles ψ and ϕ are quantized as

where and are the number of bits used to quantize ψ and ϕ respectively.

- After quantization, angle ϕ is quantized between 0 and 2π, angle ψ is quantized between 0 and π/2.

- is more than by 2 bits.

1 2

1

1, 0,1, , 2 1

2 2

10,1, , 2 1

2 2

N

N N

N

N N

kk

kk

, =

N N

N N

Page 7: Shiwen He, Haiming Wang Submission Slide 1 doc.: IEEE 802. 11-14/1400r1 November 2014 CSI Feedback for MIMO-OFDM Transmission in IEEE 802.11aj (45 GHz)

Shiwen He, Haiming WangSubmission Slide 7

doc.: IEEE 802. 11-14/1400r1November 2014

Subcarrier Grouping

For subcarrier grouping, the group size should satisfy

where is subcarrier frequency spacing, is the coherent bandwidth of the channel.

- The RMS delay spread of 802.11aj (45 GHz) channel is 10 ns, and

, , .

- Since the number of effective subcarriers is 176/352, which is even, so optional set is {2, 4, 6}.

2 g cN B f

gN

f cB

9=1 5 10 10 20 MHzcB =2.578125 MHzf 7cB f

gN

Page 8: Shiwen He, Haiming Wang Submission Slide 1 doc.: IEEE 802. 11-14/1400r1 November 2014 CSI Feedback for MIMO-OFDM Transmission in IEEE 802.11aj (45 GHz)

Shiwen He, Haiming WangSubmission Slide 8

doc.: IEEE 802. 11-14/1400r1November 2014

Frame Format of NDP

Propose to use the same NDP sounding mechanism as 11ac, and the NDP format is shown as follows.

- QTF is composed of 14 ZCZ sequences

- MCTF is used to estimate channel, and N depends on the dimension of channel matrices to be estimated.

QTF SIG-A MCTF 1 MCTF N

Page 9: Shiwen He, Haiming Wang Submission Slide 1 doc.: IEEE 802. 11-14/1400r1 November 2014 CSI Feedback for MIMO-OFDM Transmission in IEEE 802.11aj (45 GHz)

Shiwen He, Haiming WangSubmission Slide 9

doc.: IEEE 802. 11-14/1400r1November 2014

Frame Format of NDP

QMG NDP Announcement frame format

Feedback Type

Set to 0 for SU;Set to 1 for MU.

Nc Index

If the Feedback Type field indicate MU, then Nc Index indicates the number of columns Nc of feedback matrix:Set to 0 \1\2\3 to request Nc = 1\2\3\4Reserved if the Feedback Type field indicates SU.

AID12Feedback

TypeNc Index Reserved

Bits: 12 1 2 1

Octets:

FrameControl

Duration RA TASounding

DialogToken

STA Info 1 ... STA Info n FCS

2 2 6 6 1 2 2 4

Page 10: Shiwen He, Haiming Wang Submission Slide 1 doc.: IEEE 802. 11-14/1400r1 November 2014 CSI Feedback for MIMO-OFDM Transmission in IEEE 802.11aj (45 GHz)

Shiwen He, Haiming WangSubmission Slide 10

doc.: IEEE 802. 11-14/1400r1November 2014

Frame Format of MIMO Control

QMG CSI/Beamforming frame format

QMG MIMO Control field

Order Information

1 Category

2 QMG Action

3 QMG MIMO Control

4 QMG CSI/Beamforming Report

5 MU Exclusive Noncompressed /Compressed Beamforming Report

• The Category field is set to 22 for QMG Action

• The QMG Action field is set to 0 for QMG CSI, set to 1 for QMG Noncompressed Beamforming, set to 2 for QMG Compressed Beamforming.

• The MU Exclusive Noncompressed/Compressed Beamforming Report present when the Feedback Type is MU.

Nc Index

Nr Index

ChannelWidth

GroupingCodebook

InformationFeedback

TypeReserved

SoundingDialog

Token Number

Bits: 2 2 1 2 2 1 4 6

RemainingFeedbackSegments

FirstFeedbackSegment

3 1

B0 B1 B2 B3 B4 B5 B6 B8 B9 B10 B12 B13 B14 B17 B18 B23B7

Page 11: Shiwen He, Haiming Wang Submission Slide 1 doc.: IEEE 802. 11-14/1400r1 November 2014 CSI Feedback for MIMO-OFDM Transmission in IEEE 802.11aj (45 GHz)

Shiwen He, Haiming WangSubmission Slide 11

doc.: IEEE 802. 11-14/1400r1November 2014

Description of MIMO Control Field QMG MIMO Control field description

Nc IndexIndicates the number of columns of V matrix:Set to 0\1\2\3 for Nc=1\2\3\4

Nr IndexIndicates the number of rows of V matrix:Set to 0\1\2\3 for Nr=1\2\3\4

Channel Width

Indicates the channel width:Set to 0\1 for 540\1080 MHz

GroupingIndicates the number of carriers grouped into one:Set to 0\1\2\3 for Ng=1\2\4\6

Codebook Information

Indicates the number of bits in the representation of the real and imaginary parts of each element in the matrix for QMG CSI feedback and QMG Noncompressed Beamforming feedback, or indicates the size of codebook entries for Compressed Beamforming feedback: For CSI feedback: Set to 0\1\2\3 for Nb = 4\5\6\8For Noncompressed Beamforming feedback: Set 0\1\2\3 for Nb = 4\3\6\8For compressed Beamforming feedback: If Feedback Type is SU: If Feedback Type is MU: Set to 0 for 2 bits for ψ, 4 bits for ϕ Set to 0 for 5 bits for ψ, 7 bits for ϕ Set to 1 for 3 bits for ψ, 5 bits for ϕ Set to 1 for 7 bits for ψ, 9 bits for ϕ

Page 12: Shiwen He, Haiming Wang Submission Slide 1 doc.: IEEE 802. 11-14/1400r1 November 2014 CSI Feedback for MIMO-OFDM Transmission in IEEE 802.11aj (45 GHz)

Shiwen He, Haiming WangSubmission Slide 12

doc.: IEEE 802. 11-14/1400r1November 2014

Simulation Settings

Channel model: 802.11aj (45 GHz) channel Number of distinguishable paths: 25 Maximum/RMS delay spread: 100 ns/10 ns Channel bandwidth: 540 MHz Packet length: 4096 bytes Number of channel realizations: 3000 Simulation antennas: 2×1, 4×1 for 1ss, 3×2, 4×2, 4×4 for 2ss, 4×3 for

3ss. Modulation and code rate: {QPSK ½},{64QAM ⅝} Single user, LS channel estimation, without STBC. Actual channel estimation for receiving sounding NDP is added. Linear spherical interpolation is applied for subcarrier grouping, and use

7 bits to quantize ϕ, 5 bits to quantize ψ.

Page 13: Shiwen He, Haiming Wang Submission Slide 1 doc.: IEEE 802. 11-14/1400r1 November 2014 CSI Feedback for MIMO-OFDM Transmission in IEEE 802.11aj (45 GHz)

Shiwen He, Haiming WangSubmission Slide 13

doc.: IEEE 802. 11-14/1400r1November 2014

Simulation Results

For Givens Rotation based angle quantization, simulation show that

- Using 5 bits to quantize ϕ, 3 bits to quantize ψ could achieve the performance of perfect beamforming matrix.

- Using 4 bits to quantize ϕ, 2 bits to quantize ψ could also achieve the performance close to perfect beamforming matrix, with performance loss less than 0.4 dB.

For subcarrier grouping, simulations show that

- For , the maximum performance loss is 1.8 dB

- For , the maximum performance loss is 2 dB

- For , the maximum performance loss is 2.5 dB

- For , the maximum performance loss is 3.4 dB

4gN

8gN

2gN

6gN

Page 14: Shiwen He, Haiming Wang Submission Slide 1 doc.: IEEE 802. 11-14/1400r1 November 2014 CSI Feedback for MIMO-OFDM Transmission in IEEE 802.11aj (45 GHz)

Shiwen He, Haiming WangSubmission Slide 14

doc.: IEEE 802. 11-14/1400r1November 2014

Conclusions

Two type of angle quantization are proposed to IEEE 802.11aj (45 GHz) , including

- 4 bits to quantize ϕ, 2 bits to quantize ψ .

- 5 bits to quantize ϕ, 3 bits to quantize ψ .

Optional group size set {1, 2, 4, 6} is proposed for subcarrier grouping in IEEE 802.11aj (45 GHz).

Page 15: Shiwen He, Haiming Wang Submission Slide 1 doc.: IEEE 802. 11-14/1400r1 November 2014 CSI Feedback for MIMO-OFDM Transmission in IEEE 802.11aj (45 GHz)

Shiwen He, Haiming WangSubmission Slide 15

doc.: IEEE 802. 11-14/1400r1November 2014

Reference[1] “11-10-0332-00-00ac-csi-report-for-explicit-feedback-beamforming-in-downlink-mu-mimo”, Koichi Ishihara et al.[2] “11-10-0806-01-00ac-csi-feedback-scheme-using-dct-for-explicit-beamforming”, Koichi Ishihara et al.[3] “11-11-1539-00-00ah-beamforming-for-11ah”,Minho Cheong et al.[4]“11-05-1645-02-000n-preambles-beamforming-wwise-proposal”,Christopher J. Hansen et al.[5]"11-07-0612-02-000n-comment-resolution-csi-uncompressed-steering-matrix-feedback-bitwidth-nb",Hongyuan Zhang et al.[6]"11-10-0586-01-00ac-time-domain-csi-report-for-explicit-feedback ", Laurent Cariou et al.[7]"11-10-1131-00-00ac-time-domain-csi-compression-schemes-for-explicit-beamforming-in-mu-mimo",Koichi Ishihara et al.[8]"Draft P802.11REVmc_D1.5"[9]"Draft-802.11ac_D5.1"

Page 16: Shiwen He, Haiming Wang Submission Slide 1 doc.: IEEE 802. 11-14/1400r1 November 2014 CSI Feedback for MIMO-OFDM Transmission in IEEE 802.11aj (45 GHz)

Shiwen He, Haiming WangSubmission Slide 16

doc.: IEEE 802. 11-14/1400r1November 2014

APPENDIX A:

Simulation Results for Angle Quantization

Page 17: Shiwen He, Haiming Wang Submission Slide 1 doc.: IEEE 802. 11-14/1400r1 November 2014 CSI Feedback for MIMO-OFDM Transmission in IEEE 802.11aj (45 GHz)

Shiwen He, Haiming WangSubmission Slide 17

doc.: IEEE 802. 11-14/1400r1November 2014

1 2 3 4 5 6 7 810

-2

10-1

100

SNR(dB)

PE

R

PER curve,Tx=2,Rx=1,1ss,R=1/2,QPSK,540MHz

SE

unquantizedQuaBit=[3,1]

QuaBit=[4,2]

QuaBit=[5,3]

QuaBit=[6,4]QuaBit=[7,5]

QuaBit=[8,6]

4, 2N N can achieve performanceclose to unquantized angles, with 0.1 dB performance loss.

Page 18: Shiwen He, Haiming Wang Submission Slide 1 doc.: IEEE 802. 11-14/1400r1 November 2014 CSI Feedback for MIMO-OFDM Transmission in IEEE 802.11aj (45 GHz)

Shiwen He, Haiming WangSubmission Slide 18

doc.: IEEE 802. 11-14/1400r1November 2014

12 13 14 15 16 17 18 19 20 2110

-2

10-1

100

SNR(dB)

PE

R

PER curve,Tx=2,Rx=1,1ss,R=5/8,64QAM,540MHz

SE

unquantizedQuaBit=[3,1]

QuaBit=[4,2]

QuaBit=[5,3]

QuaBit=[6,4]QuaBit=[7,5]

QuaBit=[8,6]

can achieve performanceclose to unquantized angles, with 0.1 dB performance loss.

4, 2N N

Page 19: Shiwen He, Haiming Wang Submission Slide 1 doc.: IEEE 802. 11-14/1400r1 November 2014 CSI Feedback for MIMO-OFDM Transmission in IEEE 802.11aj (45 GHz)

Shiwen He, Haiming WangSubmission Slide 19

doc.: IEEE 802. 11-14/1400r1November 2014

-1 0 1 2 3 4 5 6 7 8 910

-2

10-1

100

SNR(dB)

PE

R

PER curve,Tx=4,Rx=1,1ss,R=1/2,QPSK,540MHz

SE

unquantizedQuaBit=[3,1]

QuaBit=[4,2]

QuaBit=[5,3]

QuaBit=[6,4]QuaBit=[7,5]

QuaBit=[8,6]

can achieve performanceclose to unquantized angles, with 0.1 dB performance loss.

4, 2N N

Page 20: Shiwen He, Haiming Wang Submission Slide 1 doc.: IEEE 802. 11-14/1400r1 November 2014 CSI Feedback for MIMO-OFDM Transmission in IEEE 802.11aj (45 GHz)

Shiwen He, Haiming WangSubmission Slide 20

doc.: IEEE 802. 11-14/1400r1November 2014

10 12 14 16 18 20 2210

-2

10-1

100

SNR(dB)

PE

R

PER curve,Tx=4,Rx=1,1ss,R=5/8,64QAM,540MHz

SE

unquantizedQuaBit=[3,1]

QuaBit=[4,2]

QuaBit=[5,3]

QuaBit=[6,4]QuaBit=[7,5]

QuaBit=[8,6]

can achieve performanceclose to unquantized angles, with 0.2 dB performance loss.

4, 2N N

Page 21: Shiwen He, Haiming Wang Submission Slide 1 doc.: IEEE 802. 11-14/1400r1 November 2014 CSI Feedback for MIMO-OFDM Transmission in IEEE 802.11aj (45 GHz)

Shiwen He, Haiming WangSubmission Slide 21

doc.: IEEE 802. 11-14/1400r1November 2014

2 3 4 5 6 7 8 910

-2

10-1

100

SNR(dB)

PE

R

PER curve,Tx=4,Rx=2,2ss,R=1/2,QPSK,540MHz

SE

unquantizedQuaBit=[3,1]

QuaBit=[4,2]

QuaBit=[5,3]

QuaBit=[6,4]QuaBit=[7,5]

QuaBit=[8,6]

can achieve performanceclose to unquantized angles, with 0.1 dB performance loss.

4, 2N N

Page 22: Shiwen He, Haiming Wang Submission Slide 1 doc.: IEEE 802. 11-14/1400r1 November 2014 CSI Feedback for MIMO-OFDM Transmission in IEEE 802.11aj (45 GHz)

Shiwen He, Haiming WangSubmission Slide 22

doc.: IEEE 802. 11-14/1400r1November 2014

14 16 18 20 22 2410

-2

10-1

100

SNR(dB)

PE

R

PER curve,Tx=4,Rx=2,2ss,R=5/8,64QAM,540MHz

SE

unquantizedQuaBit=[3,1]

QuaBit=[4,2]

QuaBit=[5,3]

QuaBit=[6,4]QuaBit=[7,5]

QuaBit=[8,6]

can achieve performanceclose to unquantized angles, with 0.2 dB performance loss.

4, 2N N

Page 23: Shiwen He, Haiming Wang Submission Slide 1 doc.: IEEE 802. 11-14/1400r1 November 2014 CSI Feedback for MIMO-OFDM Transmission in IEEE 802.11aj (45 GHz)

Shiwen He, Haiming WangSubmission Slide 23

doc.: IEEE 802. 11-14/1400r1November 2014

-0.5 0 0.5 1 1.5 2 2.5 3 3.5 4 4.5 510

-2

10-1

100

SNR(dB)

PE

R

PER curve,Tx=4,Rx=4,2ss,R=1/2,QPSK,540MHz

SE

unquantizedQuaBit=[3,1]

QuaBit=[4,2]

QuaBit=[5,3]

QuaBit=[6,4]QuaBit=[7,5]

QuaBit=[8,6]

can achieve performanceclose to unquantized angles, with 0.1 dB performance loss.

4, 2N N

Page 24: Shiwen He, Haiming Wang Submission Slide 1 doc.: IEEE 802. 11-14/1400r1 November 2014 CSI Feedback for MIMO-OFDM Transmission in IEEE 802.11aj (45 GHz)

Shiwen He, Haiming WangSubmission Slide 24

doc.: IEEE 802. 11-14/1400r1November 2014

10 11 12 13 14 15 16 1710

-2

10-1

100

SNR(dB)

PE

R

PER curve,Tx=4,Rx=4,2ss,R=5/8,64QAM,540MHz

SE

unquantizedQuaBit=[3,1]

QuaBit=[4,2]

QuaBit=[5,3]

QuaBit=[6,4]QuaBit=[7,5]

QuaBit=[8,6]

can achieve performanceclose to unquantized angles, with 0.1 dB performance loss.

4, 2N N

Page 25: Shiwen He, Haiming Wang Submission Slide 1 doc.: IEEE 802. 11-14/1400r1 November 2014 CSI Feedback for MIMO-OFDM Transmission in IEEE 802.11aj (45 GHz)

Shiwen He, Haiming WangSubmission Slide 25

doc.: IEEE 802. 11-14/1400r1November 2014

4 5 6 7 8 9 1010

-2

10-1

100

SNR(dB)

PE

R

PER curve,Tx=4,Rx=3,3ss,R=1/2,QPSK,540MHz

SE

unquantizedQuaBit=[3,1]

QuaBit=[4,2]

QuaBit=[5,3]

QuaBit=[6,4]QuaBit=[7,5]

QuaBit=[8,6]

can achieve performanceclose to unquantized angles, with 0.1 dB performance loss.

4, 2N N

Page 26: Shiwen He, Haiming Wang Submission Slide 1 doc.: IEEE 802. 11-14/1400r1 November 2014 CSI Feedback for MIMO-OFDM Transmission in IEEE 802.11aj (45 GHz)

Shiwen He, Haiming WangSubmission Slide 26

doc.: IEEE 802. 11-14/1400r1November 2014

15 16 17 18 19 20 21 22 23 24 25 2610

-2

10-1

100

SNR(dB)

PE

R

PER curve,Tx=4,Rx=3,3ss,R=5/8,64QAM,540MHz

SE

unquantizedQuaBit=[3,1]

QuaBit=[4,2]

QuaBit=[5,3]

QuaBit=[6,4]QuaBit=[7,5]

QuaBit=[8,6]

can achieve performanceclose to unquantized angles, with 0.4 dB performance loss.

4, 2N N

Page 27: Shiwen He, Haiming Wang Submission Slide 1 doc.: IEEE 802. 11-14/1400r1 November 2014 CSI Feedback for MIMO-OFDM Transmission in IEEE 802.11aj (45 GHz)

Shiwen He, Haiming WangSubmission Slide 27

doc.: IEEE 802. 11-14/1400r1November 2014

APPENDIX B:

Simulation Results for Subcarrier Grouping

Page 28: Shiwen He, Haiming Wang Submission Slide 1 doc.: IEEE 802. 11-14/1400r1 November 2014 CSI Feedback for MIMO-OFDM Transmission in IEEE 802.11aj (45 GHz)

Shiwen He, Haiming WangSubmission Slide 28

doc.: IEEE 802. 11-14/1400r1November 2014

Performance loss:Ng=2, 0.15 dBNg=4, 0.2 dBNg=6, 0.4 dBNg=8, 0.8 dB

1 2 3 4 5 6 7 810

-2

10-1

100

SNR(dB)

PE

R

PER curve,Tx=2,Rx=1,1ss,R=1/2,QPSK,540MHz

SEno grouping

Ng=2

Ng=4

Ng=6Ng=8

Page 29: Shiwen He, Haiming Wang Submission Slide 1 doc.: IEEE 802. 11-14/1400r1 November 2014 CSI Feedback for MIMO-OFDM Transmission in IEEE 802.11aj (45 GHz)

Shiwen He, Haiming WangSubmission Slide 29

doc.: IEEE 802. 11-14/1400r1November 2014

Performance loss:Ng=2, 0.2 dBNg=4, 0.3 dBNg=6, 0.5 dBNg=8, 0.9 dB

12 13 14 15 16 17 18 19 20 2110

-2

10-1

100

SNR(dB)

PE

R

PER curve,Tx=2,Rx=1,1ss,R=5/8,64QAM,540MHz

SEno grouping

Ng=2

Ng=4

Ng=6Ng=8

Page 30: Shiwen He, Haiming Wang Submission Slide 1 doc.: IEEE 802. 11-14/1400r1 November 2014 CSI Feedback for MIMO-OFDM Transmission in IEEE 802.11aj (45 GHz)

Shiwen He, Haiming WangSubmission Slide 30

doc.: IEEE 802. 11-14/1400r1November 2014

Performance loss:Ng=2, 0.2 dBNg=4, 0.3 dBNg=6, 0.5 dBNg=8, 1 dB

-1 0 1 2 3 4 5 6 7 810

-2

10-1

100

SNR(dB)

PE

R

PER curve,Tx=4,Rx=1,1ss,R=1/2,QPSK,540MHz

SEno grouping

Ng=2

Ng=4

Ng=6Ng=8

Page 31: Shiwen He, Haiming Wang Submission Slide 1 doc.: IEEE 802. 11-14/1400r1 November 2014 CSI Feedback for MIMO-OFDM Transmission in IEEE 802.11aj (45 GHz)

Shiwen He, Haiming WangSubmission Slide 31

doc.: IEEE 802. 11-14/1400r1November 2014

Performance loss:Ng=2, 0.2 dBNg=4, 0.2 dBNg=6, 0.5 dBNg=8, 1 dB

10 12 14 16 18 2010

-2

10-1

100

SNR(dB)

PE

R

PER curve,Tx=4,Rx=1,1ss,R=5/8,64QAM,540MHz

SE

no grouping

Ng=2Ng=4

Ng=6

Ng=8

Page 32: Shiwen He, Haiming Wang Submission Slide 1 doc.: IEEE 802. 11-14/1400r1 November 2014 CSI Feedback for MIMO-OFDM Transmission in IEEE 802.11aj (45 GHz)

Shiwen He, Haiming WangSubmission Slide 32

doc.: IEEE 802. 11-14/1400r1November 2014

Performance loss:Ng=2, 0.2dBNg=4, 0.3 dBNg=6, 0.6 dBNg=8, 0.8 dB

4 5 6 7 8 9 1010

-2

10-1

100

SNR(dB)

PE

R

PER curve,Tx=3,Rx=2,2ss,R=1/2,QPSK,540MHz

SE

no grouping

Ng=2Ng=4

Ng=6

Ng=8

Page 33: Shiwen He, Haiming Wang Submission Slide 1 doc.: IEEE 802. 11-14/1400r1 November 2014 CSI Feedback for MIMO-OFDM Transmission in IEEE 802.11aj (45 GHz)

Shiwen He, Haiming WangSubmission Slide 33

doc.: IEEE 802. 11-14/1400r1November 2014

Performance loss:Ng=2, 0.3 dBNg=4, 0.7 dBNg=6, 1.3 dBNg=8, 2 dB

16 17 18 19 20 21 22 23 24 2510

-2

10-1

100

SNR(dB)

PE

R

PER curve,Tx=3,Rx=2,2ss,R=5/8,64QAM,540MHz

SE

no grouping

Ng=2Ng=4

Ng=6

Ng=8

Page 34: Shiwen He, Haiming Wang Submission Slide 1 doc.: IEEE 802. 11-14/1400r1 November 2014 CSI Feedback for MIMO-OFDM Transmission in IEEE 802.11aj (45 GHz)

Shiwen He, Haiming WangSubmission Slide 34

doc.: IEEE 802. 11-14/1400r1November 2014

Performance loss:Ng=2, 0.2 dBNg=4, 0.3 dBNg=6, 0.6 dBNg=8, 1 dB

2 3 4 5 6 7 8 910

-2

10-1

100

SNR(dB)

PE

R

PER curve,Tx=4,Rx=2,2ss,R=1/2,QPSK,540MHz

SE

no grouping

Ng=2Ng=4

Ng=6

Ng=8

Page 35: Shiwen He, Haiming Wang Submission Slide 1 doc.: IEEE 802. 11-14/1400r1 November 2014 CSI Feedback for MIMO-OFDM Transmission in IEEE 802.11aj (45 GHz)

Shiwen He, Haiming WangSubmission Slide 35

doc.: IEEE 802. 11-14/1400r1November 2014

Performance loss:Ng=2, 0.5 dBNg=4, 0.8 dBNg=6, 1.4 dBNg=8, 2.1 dB

13 14 15 16 17 18 19 20 21 22 23 2410

-2

10-1

100

SNR(dB)

PE

R

PER curve,Tx=4,Rx=2,2ss,R=5/8,64QAM,540MHz

SE

no grouping

Ng=2Ng=4

Ng=6

Ng=8

Page 36: Shiwen He, Haiming Wang Submission Slide 1 doc.: IEEE 802. 11-14/1400r1 November 2014 CSI Feedback for MIMO-OFDM Transmission in IEEE 802.11aj (45 GHz)

Shiwen He, Haiming WangSubmission Slide 36

doc.: IEEE 802. 11-14/1400r1November 2014

-0.5 0 0.5 1 1.5 2 2.5 3 3.5 4 4.5 510

-2

10-1

100

SNR(dB)

PE

R

PER curve,Tx=4,Rx=4,2ss,R=1/2,QPSK,540MHz

SEno grouping

Ng=2

Ng=4

Ng=6Ng=8

Performance loss:Ng=2, 0.5 dBNg=4, 0.55 dBNg=6, 0.7 dBNg=8, 0.9 dB

Page 37: Shiwen He, Haiming Wang Submission Slide 1 doc.: IEEE 802. 11-14/1400r1 November 2014 CSI Feedback for MIMO-OFDM Transmission in IEEE 802.11aj (45 GHz)

Shiwen He, Haiming WangSubmission Slide 37

doc.: IEEE 802. 11-14/1400r1November 2014

10 11 12 13 14 15 16 1710

-2

10-1

100

SNR(dB)

PE

R

PER curve,Tx=4,Rx=4,2ss,R=5/8,64QAM,540MHz

SEno grouping

Ng=2

Ng=4

Ng=6Ng=8

Performance loss:Ng=2, 1 dBNg=4, 1.2 dBNg=6, 1.3 dBNg=8, 1.5 dB

Page 38: Shiwen He, Haiming Wang Submission Slide 1 doc.: IEEE 802. 11-14/1400r1 November 2014 CSI Feedback for MIMO-OFDM Transmission in IEEE 802.11aj (45 GHz)

Shiwen He, Haiming WangSubmission Slide 38

doc.: IEEE 802. 11-14/1400r1November 2014

Performance loss:Ng=2, 0.6 dBNg=4, 0.8 dBNg=6, 1 dBNg=8, 1.3 dB

4 5 6 7 8 9 1010

-2

10-1

100

SNR(dB)

PE

R

PER curve,Tx=4,Rx=3,3ss,R=1/2,QPSK,540MHz

SE

no grouping

Ng=2Ng=4

Ng=6

Ng=8

Page 39: Shiwen He, Haiming Wang Submission Slide 1 doc.: IEEE 802. 11-14/1400r1 November 2014 CSI Feedback for MIMO-OFDM Transmission in IEEE 802.11aj (45 GHz)

Shiwen He, Haiming WangSubmission Slide 39

doc.: IEEE 802. 11-14/1400r1November 2014

Performance loss:Ng=2, 1.8 dBNg=4, 2 dBNg=6, 2.5 dBNg=8, 3.4 dB

15 16 17 18 19 20 21 22 23 24 25 2610

-2

10-1

100

SNR(dB)

PE

R

PER curve,Tx=4,Rx=3,3ss,R=5/8,64QAM,540MHz

SE

no grouping

Ng=2Ng=4

Ng=6

Ng=8

Page 40: Shiwen He, Haiming Wang Submission Slide 1 doc.: IEEE 802. 11-14/1400r1 November 2014 CSI Feedback for MIMO-OFDM Transmission in IEEE 802.11aj (45 GHz)

Shiwen He, Haiming WangSubmission Slide 40

doc.: IEEE 802. 11-14/1400r1November 2014

Thanks for Your Attention!