000			01411 a2200193 4500
020			_a0387765425
020			_a9780387765426
082	0	4	_a621.3822 _bLEP
100	1		_aLevy, Bernard C. _997131
245	1	0	_aPrinciples of signal detection and parameter estimation _cBernard C. Levy
260			_aNew York: _bSpringer, _c2008.
300			_axviii, 644p.
500			_aHB
520			_aThis 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.
546			_aEng
650		4	_aParameter estimation. _997132
650		4	_aSignal detection. _958391
942			_cBK
999			_c34039 _d34039