TY - BOOK AU - Yao,Kung AU - Lorenzelli,Flavio AU - Chen,Chiao-En TI - Detection and estimation for communication and radar systems SN - 9780521766395 (hardback) U1 - 621.3822 23 PY - 2013/// CY - Cambridge PB - Cambridge University Press KW - Signal processing KW - Signal detection N1 - Includes bibliographical references and index; Machine generated contents note: 1. Introduction and motivation to detection and estimation; 2. Review of probability and random processes; 3. Statistical hypothesis testing theory; 4. Detection of deterministic binary signals in Gaussian noises; 5. M-ary detection and classification of deterministic signals; 6. Non-coherent detection; 7. Parameter estimation; 8. Analytical and simulation methods for system performance analysis and design N2 - "Covering the fundamentals of detection and estimation theory, this systematic guide describes statistical tools that can be used to analyze, design, implement and optimize real-world systems. Detailed derivations of the various statistical methods are provided, ensuring a deeper understanding of the basics. Packed with practical insights, it uses extensive examples from communication, telecommunication and radar engineering to illustrate how theoretical results are derived and applied in practice. A unique blend of theory and applications and over 80 analytical and computational end-of-chapter problems make this an ideal resource for both graduate students and professional engineers"-- ER -