Book description
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 ideal 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.
Table of contents
- Cover Page
- Title Page
- Copyright
- CONTENTS
- PREFACE
- CONTRIBUTORS
- CHAPTER 1: OVERVIEW OF MULTIUSER DETECTION
- CHAPTER 2: ITERATIVE TECHNIQUES
-
CHAPTER 3: BLIND MULTIUSER DETECTION IN FADING CHANNELS
- 3.1 INTRODUCTION
- 3.2 SIGNAL MODELS AND BLIND MULTIUSER DETECTORS FOR FADING CHANNELS
- 3.3 PERFORMANCE OF BLIND MULTIUSER DETECTORS
- 3.4 BAYESIAN MULTIUSER DETECTION FOR LONG-CODE CDMA
- 3.5 MULTIUSER DETECTION FOR LONG-CODE CDMA IN FAST-FADING CHANNELS
- 3.6 TRANSMITTER-BASED MULTIUSER PRECODING FOR FADING CHANNELS
- 3.7 CONCLUSION
- REFERENCES
-
CHAPTER 4: PERFORMANCE WITH RANDOM SIGNATURES
- 4.1 RANDOM SIGNATURES AND LARGE SYSTEM ANALYSIS
- 4.2 SYSTEM MODELS
- 4.3 LARGE SYSTEM LIMIT
- 4.4 RANDOM MATRIX TERMINOLOGY
- 4.5 INCREMENTAL MATRIX EXPANSION
- 4.6 ANALYSIS OF DOWNLINK MODEL
- 4.7 SPECTRAL EFFICIENCY
- 4.8 ADAPTIVE LINEAR RECEIVERS
- 4.9 OTHER MODELS AND EXTENSIONS
- 4.10 BIBLIOGRAPHICAL NOTES
- APPENDIX: PROOF SKETCH OF THEOREM 1
- APPENDIX: FREE PROBABILITY TRANSFORMS
- REFERENCES
-
CHAPTER 5: GENERIC MULTIUSER DETECTION AND STATISTICAL PHYSICS
- 5.1 INTRODUCTION
- 5.2 GENERIC MULTIUSER DETECTION
- 5.3 MAIN RESULTS: SINGLE-USER CHARACTERIZATION
- 5.4 THE REPLICA ANALYSIS OF GENERIC MULTIUSER DETECTION
- 5.5 FURTHER DISCUSSION
- 5.6 STATISTICAL PHYSICS AND THE REPLICA METHOD
- 5.7 INTERFERENCE CANCELLATION
- 5.8 CONCLUDING REMARKS
- ACKNOWLEDGMENTS
- REFERENCES
-
CHAPTER 6: JOINT DETECTION FOR MULTI-ANTENNA CHANNELS
- 6.1 INTRODUCTION
- 6.2 WIRELESS CHANNELS: THE MULTI-ANTENNA REALM
- 6.3 DEFINITIONS AND PRELIMINARIES
- 6.4 MULTI-ANTENNA CAPACITY: ERGODIC REGIME
- 6.5 MULTI-ANTENNA CAPACITY: NON-ERGODIC REGIME
- 6.6 RECEIVER ARCHITECTURES AND PERFORMANCE
- 6.7 MULTIUSER MULTI-ANTENNA SYSTEMS
- 6.8 DIVERSITY-MULTIPLEXING TRADEOFFS AND SPATIAL ADAPTATION
- 6.9 CONCLUSIONS
- REFERENCES
-
CHAPTER 7: INTERFERENCE AVOIDANCE FOR CDMA SYSTEMS
- 7.1 INTRODUCTION
- 7.2 INTERFERENCE AVOIDANCE BASICS
- 7.3 INTERFERENCE AVOIDANCE OVER TIME-INVARIANT CHANNELS
- 7.4 INTERFERENCE AVOIDANCE IN FADING CHANNELS
- 7.5 INTERFERENCE AVOIDANCE IN ASYNCHRONOUS SYSTEMS
- 7.6 FEEDBACK REQUIREMENTS FOR INTERFERENCE AVOIDANCE
- 7.7 RECENT RESULTS ON INTERFERENCE AVOIDANCE
- 7.8 SUMMARY AND CONCLUSIONS
- REFERENCES
- CHAPTER 8: CAPACITY-APPROACHING MULTIUSER COMMUNICATIONS OVER MULTIPLE INPUT/MULTIPLE OUTPUT BROADCAST CHANNELS
- INDEX
Product information
- Title: Advances in Multiuser Detection
- Author(s):
- Release date: August 2009
- Publisher(s): Wiley-IEEE Press
- ISBN: 9780471779711
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