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Optimal Combining and Detection: Statistical Signal Processing for Communications

Autor Jinho Choi
en Limba Engleză Hardback – 27 ian 2010
With signal combining and detection methods now representing a key application of signal processing in communication systems, this book provides a range of key techniques for receiver design when multiple received signals are available. Various optimal and suboptimal signal combining and detection techniques are explained in the context of multiple-input multiple-output (MIMO) systems, including successive interference cancellation (SIC) based detection and lattice reduction (LR) aided detection. The techniques are then analyzed using performance analysis tools. The fundamentals of statistical signal processing are also covered, with two chapters dedicated to important background material. With a carefully balanced blend of theoretical elements and applications, this book is ideal for both graduate students and practising engineers in wireless communications.
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Specificații

ISBN-13: 9780521517607
ISBN-10: 0521517605
Pagini: 348
Ilustrații: 73 b/w illus. 4 tables 76 exercises
Dimensiuni: 178 x 254 x 19 mm
Greutate: 0.84 kg
Editura: Cambridge University Press
Colecția Cambridge University Press
Locul publicării:Cambridge, United Kingdom

Cuprins

1. Introduction; 2. Fundamentals of detection theory; 3. Fundamentals of estimation theory; 4. Optimal combining: single-signal; 5. Array signal processing and smart antenna; 6. Optimal combining: multiple-signal; 7. Multiple signal detection in vector space – MIMO detection; 8. MIMO detection with successive interference cancellation; 9. Lattice-reduction aided MIMO detection; 10. Analysis of LR based MIMO detection; Appendix 1. Review of signals and systems; Appendix 2. A brief review of entropy, mutual information, and channel capacity; Appendix 3. Important properties of matrices and vectors; Appendix 4. Lattice theory.

Recenzii

'Optimal Combining and Detection: Statistical Signal Processing for Communications covers fundamentals of signal detection and estimation and recent advances of multiple input multiple output (MIMO) detection. MIMO detection has become indispensable in modern wireless communication systems. I find the book very interesting and informative to wireless researchers and system engineers in both academia and industry. I believe that the book is also a very good text book for graduate students who are studying the advanced wireless communications technology.' Fumiyuki Adachi, Tohoku University, Japan

Descriere

Covers the fundamentals of statistical signal processing and provides range of key signal combining techniques and performance analysis tools.