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CDMA vs. OFDM for Wideband Cellular Systems€¦ · CDMA vs. OFDM for Wideband Cellular Systems...

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Introduction System Model Metric Numerical Results Conclusion CDMA vs. OFDM for Wideband Cellular Systems Yong Peng Ph.D. candidate, Wireless Networking Laboratory Dept. of Electrical Engineering Southern Methodist University [email protected] October, 2008 Asilomar ’08 Southern Methodist University
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Page 1: CDMA vs. OFDM for Wideband Cellular Systems€¦ · CDMA vs. OFDM for Wideband Cellular Systems Yong Peng Ph.D. candidate, Wireless Networking Laboratory Dept. of Electrical Engineering

Introduction System Model Metric Numerical Results Conclusion

CDMA vs. OFDM for Wideband Cellular Systems

Yong Peng

Ph.D. candidate, Wireless Networking LaboratoryDept. of Electrical EngineeringSouthern Methodist University

[email protected]

October, 2008

Asilomar ’08 Southern Methodist University

Page 2: CDMA vs. OFDM for Wideband Cellular Systems€¦ · CDMA vs. OFDM for Wideband Cellular Systems Yong Peng Ph.D. candidate, Wireless Networking Laboratory Dept. of Electrical Engineering

Introduction System Model Metric Numerical Results Conclusion

1. Motivation

I CDMA and OFDM are both proposed as candidates of thenext generation wireless cellular networks.

I Each of which has its own advantages and disadvantages.I Which is better? Answer should depend on, e.g.

I Metric used for comparisonI Channel conditionsI System complexity, etc..

Asilomar ’08 Southern Methodist University

Page 3: CDMA vs. OFDM for Wideband Cellular Systems€¦ · CDMA vs. OFDM for Wideband Cellular Systems Yong Peng Ph.D. candidate, Wireless Networking Laboratory Dept. of Electrical Engineering

Introduction System Model Metric Numerical Results Conclusion

2. The Metric

I Transport Spectral Efficiency (TSE): the distance weightedsum rate of all users in the cell per unit frequency.

I Unit: bit-meter per second per Hertz (bps ·m/Hz).I Motivated by the concepts of spectral efficiency (bps/Hz) and

transport capacity (bps ·m).

I For example: There are two users in one cell, they share1000 Hz bandwidth,

I user 1: rate=100 bps, distance=10 m;I user 2: rate=20 bps, distance=100 m;

TSE =100× 10 + 20× 100

1000= 3 bps ·m/Hz.

Asilomar ’08 Southern Methodist University

Page 4: CDMA vs. OFDM for Wideband Cellular Systems€¦ · CDMA vs. OFDM for Wideband Cellular Systems Yong Peng Ph.D. candidate, Wireless Networking Laboratory Dept. of Electrical Engineering

Introduction System Model Metric Numerical Results Conclusion

3. Cellular Network Structure

Figure: Structure of the cellular system.Asilomar ’08 Southern Methodist University

Page 5: CDMA vs. OFDM for Wideband Cellular Systems€¦ · CDMA vs. OFDM for Wideband Cellular Systems Yong Peng Ph.D. candidate, Wireless Networking Laboratory Dept. of Electrical Engineering

Introduction System Model Metric Numerical Results Conclusion

4. OFDM System Model

Figure: Cyclic prefix OFDM (CP-OFDM) and zero padding OFDM(ZP-OFDM) system model.

Asilomar ’08 Southern Methodist University

Page 6: CDMA vs. OFDM for Wideband Cellular Systems€¦ · CDMA vs. OFDM for Wideband Cellular Systems Yong Peng Ph.D. candidate, Wireless Networking Laboratory Dept. of Electrical Engineering

Introduction System Model Metric Numerical Results Conclusion

5. CDMA System Model

Figure: CDMA system model with RAKE (CDMA-RAKE) and LMMSE(CDMA-LMMSE) receivers.

Asilomar ’08 Southern Methodist University

Page 7: CDMA vs. OFDM for Wideband Cellular Systems€¦ · CDMA vs. OFDM for Wideband Cellular Systems Yong Peng Ph.D. candidate, Wireless Networking Laboratory Dept. of Electrical Engineering

Introduction System Model Metric Numerical Results Conclusion

6. Transport Spectral Efficiency

The TSE of CDMA is calculated as

The TSE of OFDM can be calculated in a similar manner.

Asilomar ’08 Southern Methodist University

Page 8: CDMA vs. OFDM for Wideband Cellular Systems€¦ · CDMA vs. OFDM for Wideband Cellular Systems Yong Peng Ph.D. candidate, Wireless Networking Laboratory Dept. of Electrical Engineering

Introduction System Model Metric Numerical Results Conclusion

7. CDMA vs. OFDMVariation with number of users

0 10 20 30 40 50 60 7010

0

101

102

103

Number of Users/Cell0 10 20 30 40 50 60

100

101

102

103

TS

ECP−OFDM

ZP−OFDMCDMA−LMMSE

CDMA−RAKE

Figure: Comparison of the TSE with respect to different number of usersper cell.

Asilomar ’08 Southern Methodist University

Page 9: CDMA vs. OFDM for Wideband Cellular Systems€¦ · CDMA vs. OFDM for Wideband Cellular Systems Yong Peng Ph.D. candidate, Wireless Networking Laboratory Dept. of Electrical Engineering

Introduction System Model Metric Numerical Results Conclusion

8. CDMA vs. OFDMVariation with SNR

60 70 80 90 100 110 120 13010

−1

100

101

102

103

SNR (dB)

TS

E

Flat Fading (CDMA, OFDM)

Multipath Fading (CDMA)

Multipath Fading (OFDM)

Figure: Comparison of the TSE of CP−OFDM and CDMA−RAKE withrespect to different number of multipaths.

Asilomar ’08 Southern Methodist University

Page 10: CDMA vs. OFDM for Wideband Cellular Systems€¦ · CDMA vs. OFDM for Wideband Cellular Systems Yong Peng Ph.D. candidate, Wireless Networking Laboratory Dept. of Electrical Engineering

Introduction System Model Metric Numerical Results Conclusion

9. CDMA vs. OFDMVariation with SNR (cont.)

70 80 90 100 110 12010

0

101

102

103

SNR (dB)

TS

ECP−OFDM

CDMA−LMMSEZP−OFDM

CDMA−RAKE

Figure: Comparison of the TSE with respect to the input SNR.

Asilomar ’08 Southern Methodist University

Page 11: CDMA vs. OFDM for Wideband Cellular Systems€¦ · CDMA vs. OFDM for Wideband Cellular Systems Yong Peng Ph.D. candidate, Wireless Networking Laboratory Dept. of Electrical Engineering

Introduction System Model Metric Numerical Results Conclusion

10. CDMA vs. OFDMVariation with cell radius

50 100 150 2000

50

100

150

200

250

Cell Radius

TS

ECP−OFDM

ZP−OFDM

CDMA−LMMSE

CDMA−RAKE

Figure: Comparison of the TSE with respect to the cell radius.

Asilomar ’08 Southern Methodist University

Page 12: CDMA vs. OFDM for Wideband Cellular Systems€¦ · CDMA vs. OFDM for Wideband Cellular Systems Yong Peng Ph.D. candidate, Wireless Networking Laboratory Dept. of Electrical Engineering

Introduction System Model Metric Numerical Results Conclusion

11. Conclusion

I Transport Spectral Efficiency:I (Flat fading) The TSE of all four schemes are approximately

the same;I (Multipath fading)

CP-OFDM>CDMA-LMMSE≈ZP-OFDMÀCDMA-RAKE;

I Complexity:CDMA-LMMSE≈ZP-OFDMÀCP-OFDM≈CDMA-RAKE;

I Base station density needed to achieve optimal TSE:CDMA-RAKE¿ZP-OFDM≈CDMA-LMMSE<CP-OFDM.

Asilomar ’08 Southern Methodist University


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