TY - BOOK ID - 4803809 TI - Principles of Signal Detection and Parameter Estimation PY - 2008 SN - 9780387765440 0387765425 9780387765426 1441945652 0387765441 PB - New York, NY : Springer US : Imprint: Springer, DB - UniCat KW - Engineering. KW - Signal, Image and Speech Processing. KW - Information and Communication, Circuits. KW - Statistics for Engineering, Physics, Computer Science, Chemistry & Geosciences. KW - Mathematics. KW - Statistics. KW - Ingénierie KW - Mathématiques KW - Statistique KW - Electronic books. -- local. KW - Parameter estimation. KW - Signal detection. KW - Electrical & Computer Engineering KW - Electrical Engineering KW - Telecommunications KW - Engineering & Applied Sciences KW - Detection, Signal KW - Detection theory, Signal KW - Signal detection theory KW - Information theory. KW - Electrical engineering. KW - Communications Engineering, Networks. KW - Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences. KW - Estimation theory KW - Stochastic systems KW - Statistical communication theory KW - Receiver operating characteristic curves KW - Telecommunication. KW - Statistical analysis KW - Statistical data KW - Statistical methods KW - Statistical science KW - Mathematics KW - Econometrics KW - Math KW - Science KW - Electric communication KW - Mass communication KW - Telecom KW - Telecommunication industry KW - Communication KW - Information theory KW - Telecommuting KW - Signal processing. KW - Image processing. KW - Speech processing systems. KW - Statistics . KW - Processing, Signal KW - Information measurement KW - Signal theory (Telecommunication) KW - Communication theory KW - Cybernetics KW - Computational linguistics KW - Electronic systems KW - Modulation theory KW - Oral communication KW - Speech KW - Telecommunication KW - Singing voice synthesizers KW - Pictorial data processing KW - Picture processing KW - Processing, Image KW - Imaging systems KW - Optical data processing KW - Electric engineering KW - Engineering UR - https://www.unicat.be/uniCat?func=search&query=sysid:4803809 AB - This new textbook is for contemporary signal detection and parameter estimation courses offered at the advanced undergraduate and graduate levels. It presents a unified treatment of detection problems arising in radar/sonar signal processing and modern digital communication systems. The material is comprehensive in scope and addresses signal processing and communication applications with an emphasis on fundamental principles. In addition to standard topics normally covered in such a course, the author incorporates recent advances, such as the asymptotic performance of detectors, sequential detection, generalized likelihood ratio tests (GLRTs), robust detection, the detection of Gaussian signals in noise, the expectation maximization algorithm, and the detection of Markov chain signals. Numerous examples and detailed derivations along with homework problems following each chapter are included. ER -