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Advanced Research and Engineering Solutions (ARES) A Advanced R Research and E Engineering S Solutions (ARES) Asymmetric Modulation for Cognitive Radio and Intelligent Environments 2004 Software Defined Radio Technical Conference and Product Exposition Eric Kreb Scientific Applications International Corporation [email protected] Robert Morelos-Zaragoza San Jose State University [email protected]
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Advanced Research and EAdvanced Research and …...Title: Microsoft PowerPoint - 06.7-001 Kreb Author: Allan Margulies Created Date: 10/19/2004 5:30:38 AM

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Page 1: Advanced Research and EAdvanced Research and …...Title: Microsoft PowerPoint - 06.7-001 Kreb Author: Allan Margulies Created Date: 10/19/2004 5:30:38 AM

Advanced Research and Engineering Solutions (ARES)AAdvanced RResearch and EEngineering SSolutions (ARES)

Asymmetric Modulationfor Cognitive Radio andIntelligent Environments

2004 Software Defined RadioTechnical Conference and Product Exposition

Eric KrebScientific Applications International [email protected]

Robert Morelos-ZaragozaSan Jose State [email protected]

Proceeding of the SDR 04 Technical Conference and Product Exposition. Copyright © 2004 SDR Forum. All Rights Reserved

Page 2: Advanced Research and EAdvanced Research and …...Title: Microsoft PowerPoint - 06.7-001 Kreb Author: Allan Margulies Created Date: 10/19/2004 5:30:38 AM

11/18/2004 2

Advanced Research and Engineering Solutions (ARES)AAdvanced RResearch and EEngineering SSolutions (ARES)

Outline

• Introduction• Asymmetric Modulation

– Design– Mathematical Analysis– Graphical Analysis

• Asymmetric Coherence• Opportunities for Intelligent Environments• Conclusion

Proceeding of the SDR 04 Technical Conference and Product Exposition. Copyright © 2004 SDR Forum. All Rights Reserved

Page 3: Advanced Research and EAdvanced Research and …...Title: Microsoft PowerPoint - 06.7-001 Kreb Author: Allan Margulies Created Date: 10/19/2004 5:30:38 AM

11/18/2004 3

Advanced Research and Engineering Solutions (ARES)AAdvanced RResearch and EEngineering SSolutions (ARES)

Complex Baseband System Model

Proceeding of the SDR 04 Technical Conference and Product Exposition. Copyright © 2004 SDR Forum. All Rights Reserved

Page 4: Advanced Research and EAdvanced Research and …...Title: Microsoft PowerPoint - 06.7-001 Kreb Author: Allan Margulies Created Date: 10/19/2004 5:30:38 AM

11/18/2004 4

Advanced Research and Engineering Solutions (ARES)AAdvanced RResearch and EEngineering SSolutions (ARES)

Orthogonal Basis Functions

∫Tdt

0

∫Tdt

0

∫Tdt

0

1is

2is

iNs

is

1is

2is

iNs

is

)(tsI

)(tsQ

)(ts)(ts

)(tsI

)(tsQ

)2(1 tfCOS cπφ =

)2(1 tfCOS cπφ =

Proceeding of the SDR 04 Technical Conference and Product Exposition. Copyright © 2004 SDR Forum. All Rights Reserved

Page 5: Advanced Research and EAdvanced Research and …...Title: Microsoft PowerPoint - 06.7-001 Kreb Author: Allan Margulies Created Date: 10/19/2004 5:30:38 AM

11/18/2004 5

Advanced Research and Engineering Solutions (ARES)AAdvanced RResearch and EEngineering SSolutions (ARES)

Common Modulation Schemes

Constant Envelope Modulated Envelope

Proceeding of the SDR 04 Technical Conference and Product Exposition. Copyright © 2004 SDR Forum. All Rights Reserved

Page 6: Advanced Research and EAdvanced Research and …...Title: Microsoft PowerPoint - 06.7-001 Kreb Author: Allan Margulies Created Date: 10/19/2004 5:30:38 AM

11/18/2004 6

Advanced Research and Engineering Solutions (ARES)AAdvanced RResearch and EEngineering SSolutions (ARES)

Asymmetric Modulation Design

AsPSKAsymmetric Phase-Shift Keying

AsQAMAsymmetric Quadrature Amplitude Modulation

Proceeding of the SDR 04 Technical Conference and Product Exposition. Copyright © 2004 SDR Forum. All Rights Reserved

Page 7: Advanced Research and EAdvanced Research and …...Title: Microsoft PowerPoint - 06.7-001 Kreb Author: Allan Margulies Created Date: 10/19/2004 5:30:38 AM

11/18/2004 7

Advanced Research and Engineering Solutions (ARES)AAdvanced RResearch and EEngineering SSolutions (ARES)

Asymmetric Phase-Shift Keying

Mapping Functions

11 2)1( παα +−= xy )1( 22)2( ααπ −= xy

Proceeding of the SDR 04 Technical Conference and Product Exposition. Copyright © 2004 SDR Forum. All Rights Reserved

Page 8: Advanced Research and EAdvanced Research and …...Title: Microsoft PowerPoint - 06.7-001 Kreb Author: Allan Margulies Created Date: 10/19/2004 5:30:38 AM

11/18/2004 8

Advanced Research and Engineering Solutions (ARES)AAdvanced RResearch and EEngineering SSolutions (ARES)

AsPSK: Constellations

Proceeding of the SDR 04 Technical Conference and Product Exposition. Copyright © 2004 SDR Forum. All Rights Reserved

Page 9: Advanced Research and EAdvanced Research and …...Title: Microsoft PowerPoint - 06.7-001 Kreb Author: Allan Margulies Created Date: 10/19/2004 5:30:38 AM

11/18/2004 9

Advanced Research and Engineering Solutions (ARES)AAdvanced RResearch and EEngineering SSolutions (ARES)

AsPSK: Expected BER in AWGN

( ) ( )

−−⋅

⋅⋅⋅≈M

MNEMQP B

bαπ 1sinlg2

01

( )( )

⋅⋅⋅≈−α

π1

02

1sinlg2MM

NEMQP B

b

AsPSK- 1 & AsPSK- 2

Proceeding of the SDR 04 Technical Conference and Product Exposition. Copyright © 2004 SDR Forum. All Rights Reserved

Page 10: Advanced Research and EAdvanced Research and …...Title: Microsoft PowerPoint - 06.7-001 Kreb Author: Allan Margulies Created Date: 10/19/2004 5:30:38 AM

11/18/2004 10

Advanced Research and Engineering Solutions (ARES)AAdvanced RResearch and EEngineering SSolutions (ARES)

AsPSK: Dynamic Control

Proceeding of the SDR 04 Technical Conference and Product Exposition. Copyright © 2004 SDR Forum. All Rights Reserved

Page 11: Advanced Research and EAdvanced Research and …...Title: Microsoft PowerPoint - 06.7-001 Kreb Author: Allan Margulies Created Date: 10/19/2004 5:30:38 AM

11/18/2004 11

Advanced Research and Engineering Solutions (ARES)AAdvanced RResearch and EEngineering SSolutions (ARES)

AsQAM: Lattice Structure

QAM vs AsQAM

Proceeding of the SDR 04 Technical Conference and Product Exposition. Copyright © 2004 SDR Forum. All Rights Reserved

Page 12: Advanced Research and EAdvanced Research and …...Title: Microsoft PowerPoint - 06.7-001 Kreb Author: Allan Margulies Created Date: 10/19/2004 5:30:38 AM

11/18/2004 12

Advanced Research and Engineering Solutions (ARES)AAdvanced RResearch and EEngineering SSolutions (ARES)

AsQAM: Lattice Structures

Direct Comparisonof

Square Lattice & Simplex Lattice

Proceeding of the SDR 04 Technical Conference and Product Exposition. Copyright © 2004 SDR Forum. All Rights Reserved

Page 13: Advanced Research and EAdvanced Research and …...Title: Microsoft PowerPoint - 06.7-001 Kreb Author: Allan Margulies Created Date: 10/19/2004 5:30:38 AM

11/18/2004 13

Advanced Research and Engineering Solutions (ARES)AAdvanced RResearch and EEngineering SSolutions (ARES)

AsQAM: Constellations

Proceeding of the SDR 04 Technical Conference and Product Exposition. Copyright © 2004 SDR Forum. All Rights Reserved

Page 14: Advanced Research and EAdvanced Research and …...Title: Microsoft PowerPoint - 06.7-001 Kreb Author: Allan Margulies Created Date: 10/19/2004 5:30:38 AM

11/18/2004 14

Advanced Research and Engineering Solutions (ARES)AAdvanced RResearch and EEngineering SSolutions (ARES)

AsQAM: BER in AWGN

0_ 5

243

NEQP B

QAMb

0_ 3

22NEQP B

AsQAMb

QAM & AsQAM

Proceeding of the SDR 04 Technical Conference and Product Exposition. Copyright © 2004 SDR Forum. All Rights Reserved

Page 15: Advanced Research and EAdvanced Research and …...Title: Microsoft PowerPoint - 06.7-001 Kreb Author: Allan Margulies Created Date: 10/19/2004 5:30:38 AM

11/18/2004 15

Advanced Research and Engineering Solutions (ARES)AAdvanced RResearch and EEngineering SSolutions (ARES)

AsQAM vs. Standard QAM

Nearest-Neighbor Distances

0.632516-QAM

0.66594

0.66903

0.66882

0.67611

16-AsQAM- 1

Proceeding of the SDR 04 Technical Conference and Product Exposition. Copyright © 2004 SDR Forum. All Rights Reserved

Page 16: Advanced Research and EAdvanced Research and …...Title: Microsoft PowerPoint - 06.7-001 Kreb Author: Allan Margulies Created Date: 10/19/2004 5:30:38 AM

11/18/2004 16

Advanced Research and Engineering Solutions (ARES)AAdvanced RResearch and EEngineering SSolutions (ARES)

Clock Synchronization

Proceeding of the SDR 04 Technical Conference and Product Exposition. Copyright © 2004 SDR Forum. All Rights Reserved

Page 17: Advanced Research and EAdvanced Research and …...Title: Microsoft PowerPoint - 06.7-001 Kreb Author: Allan Margulies Created Date: 10/19/2004 5:30:38 AM

11/18/2004 17

Advanced Research and Engineering Solutions (ARES)AAdvanced RResearch and EEngineering SSolutions (ARES)

Coherent & NoncoherentReceivers

Proceeding of the SDR 04 Technical Conference and Product Exposition. Copyright © 2004 SDR Forum. All Rights Reserved

Page 18: Advanced Research and EAdvanced Research and …...Title: Microsoft PowerPoint - 06.7-001 Kreb Author: Allan Margulies Created Date: 10/19/2004 5:30:38 AM

11/18/2004 18

Advanced Research and Engineering Solutions (ARES)AAdvanced RResearch and EEngineering SSolutions (ARES)

Detector Simulations

AsPSK- 1 AsPSK- 2

Proceeding of the SDR 04 Technical Conference and Product Exposition. Copyright © 2004 SDR Forum. All Rights Reserved

Page 19: Advanced Research and EAdvanced Research and …...Title: Microsoft PowerPoint - 06.7-001 Kreb Author: Allan Margulies Created Date: 10/19/2004 5:30:38 AM

11/18/2004 19

Advanced Research and Engineering Solutions (ARES)AAdvanced RResearch and EEngineering SSolutions (ARES)

Opportunities forIntelligent Environments

• Dynamic Design

• Synchronization and Data Transfer Modes

• Low Priority Data Transfer at Low Cost

• Continuous and Discrete Constellation Monitoring

Proceeding of the SDR 04 Technical Conference and Product Exposition. Copyright © 2004 SDR Forum. All Rights Reserved

Page 20: Advanced Research and EAdvanced Research and …...Title: Microsoft PowerPoint - 06.7-001 Kreb Author: Allan Margulies Created Date: 10/19/2004 5:30:38 AM

11/18/2004 20

Advanced Research and Engineering Solutions (ARES)AAdvanced RResearch and EEngineering SSolutions (ARES)

Conclusion

• Discrete and Continuous Dynamic Designs

• Optimal Lattice Structure

• Asymmetric Coherence

• Environmental Intelligence Capability

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Page 21: Advanced Research and EAdvanced Research and …...Title: Microsoft PowerPoint - 06.7-001 Kreb Author: Allan Margulies Created Date: 10/19/2004 5:30:38 AM

11/18/2004 21

Advanced Research and Engineering Solutions (ARES)AAdvanced RResearch and EEngineering SSolutions (ARES)

References

[1] S. Haykin, Communication Systems, 4th ed., New York: Wiley, 2001

[2] M. Isaka, M. Fossorier, R. Morelos-Zaragoza, S. Lin, H. Imai, “Multilevel Coded Modulation for Unequal Error Protection and Multistage Decoding – Part II: Asymmetric Constellations,” IEEE Transactions on Communications, no. 5, pp. 774-786, May 2000

[3] L. Venkata Subramaniam, S. Rajan, R. Bahl, “Performance of 4- and 8-State TCM Schemes with Asymmetric 8-PSK in Fading Channels,” IEEE Transactions on Vehicular Technology, vol. 49, No. 1, pg 211-219, January 2000

[4] F. Sanzi, M. C. Necker, “Totally Blind APP Channel Estimation with Higher Order Modulation Schemes,” Proceedings of the Vehicular Technology Conference, Orlando, October 2003

[5] G. Colavope, R. Raheli, “On Noncoherent Sequence Detection of Coded QAM,”IEEE Communications Letters, Vol. 2, No. 8, August 1998

Proceeding of the SDR 04 Technical Conference and Product Exposition. Copyright © 2004 SDR Forum. All Rights Reserved