a signal space diversity-based tdbc protocol in two-way ... · , aug. 2015. • ssd [1] is a type...

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A Signal Space Diversity-Based TDBC Protocol in Two-Way Relay Systems Hamza Umit Sokun Mehmet Cagri Ilter Halim Yanikomeroglu Carleton University Canada {husokun, ilterm, halim}@sce.carleton.ca Salama Ikki Lakehead University Canada [email protected] IEEE Globecom, Dec. 2015, San Diego, CA, USA 1

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Page 1: A Signal Space Diversity-Based TDBC Protocol in Two-Way ... · , Aug. 2015. • SSD [1] is a type of diversity that is extracted in the modulation signal space. • In [2], the idea

A Signal Space Diversity-Based TDBC Protocol in Two-Way Relay Systems

Hamza Umit Sokun Mehmet Cagri Ilter

Halim Yanikomeroglu

Carleton University Canada

{husokun, ilterm, halim}@sce.carleton.ca

Salama Ikki

Lakehead University

Canada [email protected]

IEEE Globecom, Dec. 2015, San Diego, CA, USA 1

Page 2: A Signal Space Diversity-Based TDBC Protocol in Two-Way ... · , Aug. 2015. • SSD [1] is a type of diversity that is extracted in the modulation signal space. • In [2], the idea

Two-Way Relaying • Interest in terminal relaying (D2D) in 5G standards. • Traditional one-way relay systems enable spatial diversity at the expense of spectral efficiency due to half-duplex transmission.

• Two-way Relaying higher spectral efficiency – Time Division Broadcast Protocol (TDBC) (Using direct link higher reliability) – Best-relay selection

A B

R1

A B

R1

One-way Relaying

Two-way Relaying

1. slot 2. slot

3. slot

RL

RL

IEEE Globecom, Dec. 2015, San Diego, CA, USA 2

Page 3: A Signal Space Diversity-Based TDBC Protocol in Two-Way ... · , Aug. 2015. • SSD [1] is a type of diversity that is extracted in the modulation signal space. • In [2], the idea

Signal Space Diversity

[1] J. Boutros and E. Viterbo, “Signal space diversity: a power-and-bandwidth-efficient diversity technique for the Rayleigh fading channels,” IEEE Trans. Info. Theory., Jul. 1998. [2] S. A. Ahmadzadeh, S. A. Motahari, A. K. Khandani, “Signal space cooperative communication,” IEEE Trans. Wireless Comm., Apr. 2010. [3] O. Amin, R. Mesleh, S. Ikki, M. Ahmed, and O. Dobre, “Performance analysis of multiple relays cooperative systems with signal space diversity,” IEEE Trans. Veh. Technol., Aug. 2015.

• SSD [1] is a type of diversity that is extracted in the modulation signal space.

• In [2], the idea of SSD is applied to cooperative schemes (with single relay) and the constellation expansion method is proposed.

• Using the constellation expansion method proposed in [2], the

performance of multi-relay cooperative schemes is investigated in [3].

Constellation expansion [2]

IEEE Globecom, Dec. 2015, San Diego, CA, USA 3

Page 4: A Signal Space Diversity-Based TDBC Protocol in Two-Way ... · , Aug. 2015. • SSD [1] is a type of diversity that is extracted in the modulation signal space. • In [2], the idea

Novelty/Contributions • Two-way relaying + Signal space diversity

Good combination, because two end-sources exchange – Baseline: 2 symbols over 4 time-slots – Proposed: 4 symbols over 3 time-slots

Adapt SSD signaling for two-way relaying (TDBC)

• Obtained E2E error probability for arbitrary 2D constellations (as a

function of SNR), which accounts for all non-uniform rectilinear constellation caused by constellation rotation. This allows – choosing the best rotation angle as a function of SNR. – the joint optimization of rotation angle, and transmit powers of all

nodes.

IEEE Globecom, Dec. 2015, San Diego, CA, USA 4

Page 5: A Signal Space Diversity-Based TDBC Protocol in Two-Way ... · , Aug. 2015. • SSD [1] is a type of diversity that is extracted in the modulation signal space. • In [2], the idea

System Model (1/4)

First symbol (belongs to the rotated constellation)

Second symbol (belongs to the rotated constellation)

The new constellation point that will be sent from source A (belongs to the expanded constellation),

In the first time slot: In the second time slot:

• Original data symbols are rotated by a certain angle before being transmitted, and then the end-sources and the relay cooperate for transmitting in-phase and quadrature components of two consecutive rotated symbols.

IEEE Globecom, Dec. 2015, San Diego, CA, USA 5

A B

R1

1. slot 2. slot

RL

A B

R1

RL

Page 6: A Signal Space Diversity-Based TDBC Protocol in Two-Way ... · , Aug. 2015. • SSD [1] is a type of diversity that is extracted in the modulation signal space. • In [2], the idea

System Model (2/4)

In the third time slot:

Since each node knows their data, the known parts will be removed:

IEEE Globecom, Dec. 2015, San Diego, CA, USA 6

A B

R1

3. slot

RL

Page 7: A Signal Space Diversity-Based TDBC Protocol in Two-Way ... · , Aug. 2015. • SSD [1] is a type of diversity that is extracted in the modulation signal space. • In [2], the idea

System Model (3/4) Considering the direct and the cooperative links, the received signals at the end-source B:

To detect the original message, the end-source B reorders the received components:

IEEE Globecom, Dec. 2015, San Diego, CA, USA 7

A B

R1

RL

1. slot

3. slot

Page 8: A Signal Space Diversity-Based TDBC Protocol in Two-Way ... · , Aug. 2015. • SSD [1] is a type of diversity that is extracted in the modulation signal space. • In [2], the idea

System Model (4/4) Finally, the end-source B applies ML detector on the reordered signals to detect the end-source messages:

IEEE Globecom, Dec. 2015, San Diego, CA, USA 8

1.

2.

Page 9: A Signal Space Diversity-Based TDBC Protocol in Two-Way ... · , Aug. 2015. • SSD [1] is a type of diversity that is extracted in the modulation signal space. • In [2], the idea

Error Rate Performance

where

End-to-End Average SER

IEEE Globecom, Dec. 2015, San Diego, CA, USA 9

[4] L. Szczecinski, H. Xu, X. Gao, and R. Bettancourt, “Efficient evaluation of BER for arbitrary modulation and signalling in fading channels,” IEEE Trans. Comm., vol. 55, no. 11, pp. 2061–2064, Nov. 2007.

(Difference of the 𝑙-th and 𝑘-th symbols in the expanded constellation)

(Complementary CDF of a bivariate Gaussian variable)

1)

2) 3) 4)

Page 10: A Signal Space Diversity-Based TDBC Protocol in Two-Way ... · , Aug. 2015. • SSD [1] is a type of diversity that is extracted in the modulation signal space. • In [2], the idea

Simulation Results (1/4)

Fig. 1. SER performance of the proposed TDBC (P-TDBC) in compared to the conventional TDBC (C-TDBC) . (EA =EB =ER =E)

IEEE Globecom, Dec. 2015, San Diego, CA, USA 10

0 5 10 15 20 25 3010

-5

10-4

10-3

10-2

10-1

100

E / N0 (dB)

7 P B(e

)

C-TDBC with 16-QAM (Simulation)

P-TDBC (θ = 10°) with QPSK (Simulation)

P-TDBC (θ = 15°) with QPSK (Simulation)

P-TDBC (θ = 40°) with QPSK (Simulation)P-TDBC (θopt) with QPSK (Simulation)

Analytical

Page 11: A Signal Space Diversity-Based TDBC Protocol in Two-Way ... · , Aug. 2015. • SSD [1] is a type of diversity that is extracted in the modulation signal space. • In [2], the idea

Simulation Results (2/4)

Fig. 2. The impact of different rotation angles on the system performance at the different SNR values.

IEEE Globecom, Dec. 2015, San Diego, CA, USA 11

5 10 15 20 25 30 35 4010

-6

10-5

10-4

10-3

10-2

10-1

100

θ (deg)

7 P B( e

)

θopt= 30.28

θopt= 27.91

θopt= 27.66

θopt= 27.56

θopt= 27.53

θopt= 27.5

θopt= 28.52

E / N0 = 5 dB

E / N0 = 10 dB

E / N0 = 15 dB

E / N0 = 20 dB

E / N0 = 25 dB

E / N0 = 30 dB

E / N0 = 35 dB

Page 12: A Signal Space Diversity-Based TDBC Protocol in Two-Way ... · , Aug. 2015. • SSD [1] is a type of diversity that is extracted in the modulation signal space. • In [2], the idea

Simulation Results (3/4)

IEEE Globecom, Dec. 2015, San Diego, CA, USA 12

10 12 14 16 18 20 22 24 26 28 3010

-4

10-3

10-2

10-1

100

ET =N0 (dB)

PA

(e)+

PB

(e)

Rotation angle with fixed power, GAR/GRB=-30 dB

Joint rotation angle and power, GAR/GRB=-30 dB

Rotation angle with fixed power, GAR/GRB=10 dB

Joint rotation angle and power, GAR/GRB=10 dB

Fig. 3. Impact of joint optimization of rotation angle, and transmit powers at all nodes on the system performance. (EA +EB +ER = ET, Emax= 0.8ET)

A B R1

A B R1

GAR/GRB =10 dB

GAR/GRB =-30 dB

Page 13: A Signal Space Diversity-Based TDBC Protocol in Two-Way ... · , Aug. 2015. • SSD [1] is a type of diversity that is extracted in the modulation signal space. • In [2], the idea

Simulation Results (4/4)

Fig. 4. SER performance of the proposed TDBC (P-TDBC) in compared to the conventional TDBC (C-TDBC) with reactive relay selection, when the number of relays is 3. (EA =EB =ER = ET/3)

IEEE Globecom, Dec. 2015, San Diego, CA, USA 13

0 5 10 15 20 25 3010

-7

10-6

10-5

10-4

10-3

10-2

10-1

100

ET =N0 (dB)

PB

(e)

Reactive Relay-Selection with Three Relays

C-TDBC with 16-QAM (Simulation)

P-TDBC (θ=10°) with 4-QAM (Simulation)

P-TDBC (θ=15°) with 4-QAM (Simulation)

P-TDBC (θ=20°) with 4-QAM (Simulation)P-TDBC (θopt) with 4-QAM (Simulation)

Analytical

Page 14: A Signal Space Diversity-Based TDBC Protocol in Two-Way ... · , Aug. 2015. • SSD [1] is a type of diversity that is extracted in the modulation signal space. • In [2], the idea

Summary

• A signal space diversity-based TDBC protocol is proposed. – Higher spectral efficiency, – Higher spatial diversity.

• Error rate performance analysis with arbitrary constellation is obtained.

• Effect of rotation angle is investigated.

• Joint effect of rotation angle and power allocation is shown.

IEEE Globecom, Dec. 2015, San Diego, CA, USA 14

Page 15: A Signal Space Diversity-Based TDBC Protocol in Two-Way ... · , Aug. 2015. • SSD [1] is a type of diversity that is extracted in the modulation signal space. • In [2], the idea

Future Works

• Imperfect channel estimation

• Impact of coding rate

• Cognitive radio

IEEE Globecom, Dec. 2015, San Diego, CA, USA 15

Page 16: A Signal Space Diversity-Based TDBC Protocol in Two-Way ... · , Aug. 2015. • SSD [1] is a type of diversity that is extracted in the modulation signal space. • In [2], the idea

Thank you!

This work is supported in part by Huawei Canada Co., Ltd., and in part by the Ontario Ministry of Economic Development and Innovation’s ORF-RE (Ontario Research Fund - Research Excellence) program.

IEEE Globecom, Dec. 2015, San Diego, CA, USA 16