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An Orthogonal Resource An Orthogonal Resource Allocation Algorithm to Allocation Algorithm to Improve the Performance of Improve the Performance of OFDMA-based Cellular OFDMA-based Cellular Wireless Systems using Wireless Systems using Relays Relays Woonsik Lee, Minh-Viet Nguyen, Woonsik Lee, Minh-Viet Nguyen, Jeonghan Jeong, Byungjik Keum, Jeonghan Jeong, Byungjik Keum, and Hwang Soo Lee and Hwang Soo Lee Department of EECS, Division of Ele Department of EECS, Division of Ele ctrical Engineering, KAIST, Korea ctrical Engineering, KAIST, Korea IEEE Consumer Communications & Netw IEEE Consumer Communications & Netw orking Conference (CCNC 2008) orking Conference (CCNC 2008)

An Orthogonal Resource Allocation Algorithm to Improve the Performance of OFDMA-based Cellular Wireless Systems using Relays Woonsik Lee, Minh-Viet Nguyen,

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Introduction In OFDMA systems, the allocation scheme of radio resources among users is important and can lead to high spectral efficiency. Most algorithms for OFDMA resource allocation have been limited to single-cell scenarios, where the sensitivity of the algorithms cannot be estimated in the presence of inter-cell interference (ICI).

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Page 1: An Orthogonal Resource Allocation Algorithm to Improve the Performance of OFDMA-based Cellular Wireless Systems using Relays Woonsik Lee, Minh-Viet Nguyen,

An Orthogonal Resource Allocation An Orthogonal Resource Allocation Algorithm to Improve the Performance Algorithm to Improve the Performance of OFDMA-based Cellular Wireless of OFDMA-based Cellular Wireless Systems using RelaysSystems using Relays

Woonsik Lee, Minh-Viet Nguyen, Jeonghan JeWoonsik Lee, Minh-Viet Nguyen, Jeonghan Jeong, Byungjik Keum, and Hwang Soo Leeong, Byungjik Keum, and Hwang Soo Lee

Department of EECS, Division of Electrical EngineDepartment of EECS, Division of Electrical Engineering, KAIST, Koreaering, KAIST, Korea

IEEE Consumer Communications & Networking CIEEE Consumer Communications & Networking Conference (CCNC 2008)onference (CCNC 2008)

Page 2: An Orthogonal Resource Allocation Algorithm to Improve the Performance of OFDMA-based Cellular Wireless Systems using Relays Woonsik Lee, Minh-Viet Nguyen,

Outline

• Introduction• System model• The proposed algorithm (ORAA) • Simulation results• Conclusions

Page 3: An Orthogonal Resource Allocation Algorithm to Improve the Performance of OFDMA-based Cellular Wireless Systems using Relays Woonsik Lee, Minh-Viet Nguyen,

Introduction

• In OFDMA systems, the allocation scheme of radio resources among users is important and can lead to high spectral efficiency.

• Most algorithms for OFDMA resource allocation have been limited to single-cell scenarios, where the sensitivity of the algorithms cannot be estimated in the presence of inter-cell interference (ICI).

Page 4: An Orthogonal Resource Allocation Algorithm to Improve the Performance of OFDMA-based Cellular Wireless Systems using Relays Woonsik Lee, Minh-Viet Nguyen,

Introduction

Motivation• In a multi-cell/multi-user environment, the inter-cell interference

(ICI) at the cell edge areas becomes a critical problem.

BS1

MS

BS2

Page 5: An Orthogonal Resource Allocation Algorithm to Improve the Performance of OFDMA-based Cellular Wireless Systems using Relays Woonsik Lee, Minh-Viet Nguyen,

Introduction

Goals• To propose a new system architecture, termed the OFDMA-

based cellular wireless system architecture using relays (OCWSAR).

• To propose a orthogonal resource allocation algorithm (ORAA) to assign radio resources effectively in the OCWSAR.

Page 6: An Orthogonal Resource Allocation Algorithm to Improve the Performance of OFDMA-based Cellular Wireless Systems using Relays Woonsik Lee, Minh-Viet Nguyen,

System model

• To sectorize cells and put fixed relays at the cell-edges.

BS

x y

z

RS

RS

RS

RS

RSRS

RS

RS

RS

Page 7: An Orthogonal Resource Allocation Algorithm to Improve the Performance of OFDMA-based Cellular Wireless Systems using Relays Woonsik Lee, Minh-Viet Nguyen,

System model

• Considering one sector with three relays at the cell edge.

BS

RS1

RS2

RS3

BS RS

MS

MS

MS

MS

BS-inner MS

Relay-edge MS

Page 8: An Orthogonal Resource Allocation Algorithm to Improve the Performance of OFDMA-based Cellular Wireless Systems using Relays Woonsik Lee, Minh-Viet Nguyen,

System model

BS

RS1

RS2

RS3

• Considering one sector with three relays at the cell edge.– The resource bandwidth f1, f2, and f3 are allocated to the area A

(inner sector area), while f4, f5, and f6 are allocated to the area C (sector edge area).

– To avoid the intra-cell interference, frequency bands f4, f5, and f6 are used

for the BS-inner MS communication with a much reduced signal power.

A

C

f1

f2

f3

f4

f5

f6

Page 9: An Orthogonal Resource Allocation Algorithm to Improve the Performance of OFDMA-based Cellular Wireless Systems using Relays Woonsik Lee, Minh-Viet Nguyen,

The proposed algorithm (ORAA) - overview

BS1

x y

z

RS

RS

RS

RS

RSRS

RS

RS

RS

(1) The priority of sectors.(2) The resource allocation algorithm of BS. The resource allocation algorithm of RS.

Page 10: An Orthogonal Resource Allocation Algorithm to Improve the Performance of OFDMA-based Cellular Wireless Systems using Relays Woonsik Lee, Minh-Viet Nguyen,

The proposed algorithm (ORAA) - overview

BS1

x y

z

RS

RS

RS

RS

RSRS

RS

RS

RS

x y

z

RS

RS

RS

RS

RSRS

RS

RS

RS

BS2

x y

z

RS

RS

RS

RS

RSRS

RS

RS

RS

BS3

(1) The priority of sectors.(2) The resource allocation algorithm of BS. The resource allocation algorithm of RS.

Page 11: An Orthogonal Resource Allocation Algorithm to Improve the Performance of OFDMA-based Cellular Wireless Systems using Relays Woonsik Lee, Minh-Viet Nguyen,

x y

z

RS

RS

RS

RS

RSRS

RS

RS

RS

BS2

x y

z

RS

RS

RS

RS

RSRS

RS

RS

RS

BS3

(1) The priority of sectors.(2) The resource allocation algorithm of BS. The resource allocation algorithm of RS.

BS1

x y

z

RS

RS

RS

RS

RSRS

RS

RS

RS

The proposed algorithm (ORAA) - overview

Page 12: An Orthogonal Resource Allocation Algorithm to Improve the Performance of OFDMA-based Cellular Wireless Systems using Relays Woonsik Lee, Minh-Viet Nguyen,

The proposed algorithm (ORAA)

Resource allocation algorithm for B-iM and B-R communications

R G B

X

Y

Z

x y

z

RS

RS

RS

RS

RSRS

RS

RS

RS

BS2

: Direction that BS searches for available sub-carriers

To make the distance between the sub-carriers used by the inner MSs and the edge MSs of the same sector as far as possible.

Page 13: An Orthogonal Resource Allocation Algorithm to Improve the Performance of OFDMA-based Cellular Wireless Systems using Relays Woonsik Lee, Minh-Viet Nguyen,

The proposed algorithm (ORAA)

Resource allocation algorithm for R-EM communications

R G B

X

Y

Z

x y

z

RS

RS

RS

RS

RSRS

RS

RS

RS

BS2

: Direction that RS searches for available sub-carriers

Page 14: An Orthogonal Resource Allocation Algorithm to Improve the Performance of OFDMA-based Cellular Wireless Systems using Relays Woonsik Lee, Minh-Viet Nguyen,

The proposed algorithm (ORAA)

Resource allocation algorithm

R G B

X

Y

Z

x y

z

RS

RS

RS

RS

RSRS

RS

RS

RS

BS2

: Direction that RS searches for available sub-carriers

: Direction that BS searches for available sub-carriers

Page 15: An Orthogonal Resource Allocation Algorithm to Improve the Performance of OFDMA-based Cellular Wireless Systems using Relays Woonsik Lee, Minh-Viet Nguyen,

The proposed algorithm (ORAA)

Resource allocation algorithm

R G B

X

Y

Z

x y

z

RS

RS

RS

RS

RSRS

RS

RS

RS

BS2

: Direction that RS searches for available sub-carriers

: Direction that BS searches for available sub-carriers

Page 16: An Orthogonal Resource Allocation Algorithm to Improve the Performance of OFDMA-based Cellular Wireless Systems using Relays Woonsik Lee, Minh-Viet Nguyen,

The proposed algorithm (ORAA)

Resource allocation algorithm

R G B

X

Y

Z

x y

z

RS

RS

RS

RS

RSRS

RS

RS

RS

BS2

: Direction that RS searches for available sub-carriers

: Direction that BS searches for available sub-carriers

Page 17: An Orthogonal Resource Allocation Algorithm to Improve the Performance of OFDMA-based Cellular Wireless Systems using Relays Woonsik Lee, Minh-Viet Nguyen,

The proposed algorithm (ORAA)

An example of resource allocation algorithm

R G B

X

Y

Z

: Direction that RS searches for available sub-carriers

: Direction that BS searches for available sub-carriers

RS

RS

RS

RS

RSRS

RS

RS

RS

BS2

RS

RS

RS

RS

RSRS

RS

RS

RS

BS3

BS1

x y

z

RS

RS

RS

RS

RSRS

RS

RS

RS

Page 18: An Orthogonal Resource Allocation Algorithm to Improve the Performance of OFDMA-based Cellular Wireless Systems using Relays Woonsik Lee, Minh-Viet Nguyen,

The proposed algorithm (ORAA)

An example of resource allocation algorithm

R G B

X

Y

Z

: Direction that RS searches for available sub-carriers

: Direction that BS searches for available sub-carriers

RS

RS

RS

RS

RSRS

RS

RS

RS

BS2

RS

RS

RS

RS

RSRS

RS

RS

RS

BS3

BS1

RS

RS

RS

RS

RSRS

RS

RS

RS

x y

z

Page 19: An Orthogonal Resource Allocation Algorithm to Improve the Performance of OFDMA-based Cellular Wireless Systems using Relays Woonsik Lee, Minh-Viet Nguyen,

The proposed algorithm (ORAA)

An example of resource allocation algorithm

R G B

X

Y

Z

: Direction that RS searches for available sub-carriers

: Direction that BS searches for available sub-carriers

RS

RS

RS

RS

RSRS

RS

RS

RS

BS2

RS

RS

RS

RS

RSRS

RS

RS

RS

BS3

BS1

RS

RS

RS

RS

RSRS

RS

RS

RS

x y

z

Page 20: An Orthogonal Resource Allocation Algorithm to Improve the Performance of OFDMA-based Cellular Wireless Systems using Relays Woonsik Lee, Minh-Viet Nguyen,

Simulation results

Page 21: An Orthogonal Resource Allocation Algorithm to Improve the Performance of OFDMA-based Cellular Wireless Systems using Relays Woonsik Lee, Minh-Viet Nguyen,

Simulation results

Page 22: An Orthogonal Resource Allocation Algorithm to Improve the Performance of OFDMA-based Cellular Wireless Systems using Relays Woonsik Lee, Minh-Viet Nguyen,

Simulation results

Page 23: An Orthogonal Resource Allocation Algorithm to Improve the Performance of OFDMA-based Cellular Wireless Systems using Relays Woonsik Lee, Minh-Viet Nguyen,

Conclusions

• The proposed system architecture (OCWSAR) and its associated ORAA are evaluated in a multi-cell/multi-user environment.

• The simulation results shows that the proposed ORAA improves system performance significantly in view point of the SINR distribution and data throughput.

Page 24: An Orthogonal Resource Allocation Algorithm to Improve the Performance of OFDMA-based Cellular Wireless Systems using Relays Woonsik Lee, Minh-Viet Nguyen,

Thank you!