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