Advances in Multiuser Detection

Cover Image Copyright Year: 2009
Author(s): Michael L. Honig
Book Type: Wiley-IEEE Press
Content Type : Books
Topics: Fields, Waves & Electromagnetics
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Abstract

A Timely Exploration of Multiuser Detection in Wireless Networks

During the past decade, the design and development of current and emerging wireless systems have motivated many important advances in multiuser detection. This book fills an important need by providing a comprehensive overview of crucial recent developments that have occurred in this active research area. Each chapter is contributed by noted experts and is meant to serve as a self-contained treatment of the topic. Coverage includes:

  • Linear and decision feedback methods
  • Iterative multiuser detection and decoding
  • Multiuser detection in the presence of channel impairments
  • Performance analysis with random signatures and channels
  • Joint detection methods for MIMO channels
  • Interference avoidance methods at the transmitter
  • Transmitter precoding methods for the MIMO downlink

This book is an ide l entry point for exploring ongoing research in multiuser detection and for learning about the field's existing unsolved problems and issues. It is a valuable resource for researchers, engineers, and graduate students who are involved in the area of digital communications.

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      Frontmatter

      Page(s): i - xviii
      Copyright Year: 2009

      Wiley-IEEE Press eBook Chapters

      The prelims comprise:
      Half Title
      Title
      Copyright
      Contents
      Preface
      Contributors View full abstract»

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      Overview of Multiuser Detection

      Copyright Year: 2009

      Wiley-IEEE Press eBook Chapters

      This chapter contains sections titled:

    • Introduction

    • Matrix Channel Model

    • Optimal Multiuser Detection

    • Linear Detectors

    • Reduced-Rank Estimation

    • Decision-Feedback Detection

    • Interference Mitigation at the Transmitter

    • Overview of Remaining Chapters

    • References

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    Iterative Techniques

    Copyright Year: 2009

    Wiley-IEEE Press eBook Chapters

    This chapter contains sections titled:

  • Introduction

  • Iterative Joint Detection for Uncoded Data

  • Iterative Joint Decoding for Coded Data

  • Concluding Remarks

  • References

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    Blind Multiuser Detection in Fading Channels

    Advances in Multiuser Detection
    Copyright Year: 2009

    Wiley-IEEE Press eBook Chapters

    This chapter contains sections titled:

  • Introduction

  • Signal Models and Blind Multiuser Detectors for Fading Channels

  • Performance of Blind Multiuser Detectors

  • Bayesian Multiuser Detection for Long-Code CDMA

  • Multiuser Detection for Long-Code CDMA in Fast-Fading Channels

  • Transmitter-Based Multiuser Precoding for Fading Channels

  • Conclusion

  • References

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    Performance with Random Signatures

    Advances in Multiuser Detection
    Copyright Year: 2009

    Wiley-IEEE Press eBook Chapters

    This chapter contains sections titled:

  • Random Signatures and Large System Analysis

  • System Models

  • Large System Limit

  • Random Matrix Terminology

  • Incremental Matrix Expansion

  • Analysis of Downlink Model

  • Spectral Efficiency

  • Adaptive Linear Receivers

  • Other Models and Extensions

  • Bibliographical Notes

  • Appendix: Proof Sketch of Theorem 1

  • Appendix: Free Probability Transforms

  • References

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    Generic Multiuser Detection and Statistical Physics

    Advances in Multiuser Detection
    Copyright Year: 2009

    Wiley-IEEE Press eBook Chapters

    This chapter contains sections titled:

  • Introduction

  • Generic Multiuser Detection

  • Main Results: Single-User Characterization

  • The Replica Analysis of Generic Multiuser Detection

  • Further Discussion

  • Statistical Physics and the Replica Method

  • Interference Cancellation

  • Concluding Remarks

  • Acknowledgments

  • References

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    Joint Detection for MultiAntenna Channels

    Advances in Multiuser Detection
    Copyright Year: 2009

    Wiley-IEEE Press eBook Chapters

    This chapter contains sections titled:

  • Introduction

  • Wireless Channels: The Multi-Antenna Realm

  • Definitions and Preliminaries

  • Multi-Antenna Capacity: Ergodic Regime

  • Multi-Antenna Capacity: Non-Ergodic Regime

  • Receiver Architectures and Performance

  • Multiuser Multi-Antenna Systems

  • Diversity-Multiplexing Tradeoffs and Spatial Adaptation

  • Conclusions

  • References

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    Interference Avoidance for CDMA Systems

    Advances in Multiuser Detection
    Copyright Year: 2009

    Wiley-IEEE Press eBook Chapters

    This chapter contains sections titled:

  • Introduction

  • Interference Avoidance Basics

  • Interference Avoidance over Time-Invariant Channels

  • Interference Avoidance in Fading Channels

  • Interference Avoidance in Asynchronous Systems

  • Feedback Requirements for Interference Avoidance

  • Recent Results on Interference Avoidance

  • Summary and Conclusions

  • References

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    CapacityApproaching Multiuser Communications over Multiple Input/Multiple Output Broadcast Channels

    Advances in Multiuser Detection
    Copyright Year: 2009

    Wiley-IEEE Press eBook Chapters

    This chapter contains sections titled:

  • Introduction

  • Many-to-One Multiple Access versus One-to-Many Scalar Broadcast Channels

  • Alternative Approach: Dirty Paper Coding

  • A Simple 2 ¿¿ 2 Example

  • General Gaussian MIMO Broadcast Channels

  • Coding with Side Information at the Transmitter

  • Summary

  • References

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    Index

    Advances in Multiuser Detection
    Page(s): 455 - 493
    Copyright Year: 2009

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    Wiley Series in Telecommunications and Signal Processing

    Advances in Multiuser Detection
    Page(s): 495 - 497
    Copyright Year: 2009

    Wiley-IEEE Press eBook Chapters

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