Signal Detection In Non Gaussian Noise
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Signal Detection In Non Gaussian Noise
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Author : Saleem A. Kassam
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Signal Detection In Non Gaussian Noise written by Saleem A. Kassam and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Technology & Engineering categories.
This book contains a unified treatment of a class of problems of signal detection theory. This is the detection of signals in addi tive noise which is not required to have Gaussian probability den sity functions in its statistical description. For the most part the material developed here can be classified as belonging to the gen eral body of results of parametric theory. Thus the probability density functions of the observations are assumed to be known, at least to within a finite number of unknown parameters in a known functional form. Of course the focus is on noise which is not Gaussian; results for Gaussian noise in the problems treated here become special cases. The contents also form a bridge between the classical results of signal detection in Gaussian noise and those of nonparametric and robust signal detection, which are not con sidered in this book. Three canonical problems of signal detection in additive noise are covered here. These allow between them formulation of a range of specific detection problems arising in applications such as radar and sonar, binary signaling, and pattern recognition and classification. The simplest to state and perhaps the most widely studied of all is the problem of detecting a completely known deterministic signal in noise. Also considered here is the detection random non-deterministic signal in noise. Both of these situa of a tions may arise for observation processes of the low-pass type and also for processes of the band-pass type.
Signal Detection In Non Gaussian Noise
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Author : Saleem A. Kassam
language : en
Publisher:
Release Date : 1988-01-01
Signal Detection In Non Gaussian Noise written by Saleem A. Kassam and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1988-01-01 with Signal detection categories.
Signal Detection In Non Gaussian Noise
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Author : Saleem A Kassam
language : en
Publisher:
Release Date : 1987-12-01
Signal Detection In Non Gaussian Noise written by Saleem A Kassam and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1987-12-01 with categories.
Signal Detection Theory
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Author : Vyacheslav P. Tuzlukov
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-03-14
Signal Detection Theory written by Vyacheslav P. Tuzlukov and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-03-14 with Technology & Engineering categories.
Increasing the noise immunity of complex signal processing systems is the main problem in various areas of signal processing. At the present time there are many books and periodical articles devoted to signal detection, but many important problems remain to be solved. New approaches to complex problems allow us not only to summarize investigations, but also to improve the quality of signal detection in noise. This book is devoted to fundamental problems in the generalized approach to signal processing in noise based on a seemingly abstract idea: the introduction of an additional noise source that does not carry any information about the signal in order to improve the qualitative performance of complex signal processing systems. Theoretical and experimental studies carried out by the author lead to the conclusion that the proposed generalized approach to signal processing in noise allows us to formulate a decision-making rule based on the determi nation of the jointly sufficient statistics of the mean and variance of the likelihood function (or functional). Classical and modern signal detection theories allow us to define only the sufficient statistic of the mean of the likelihood function (or functional). The presence of additional information about the statistical characteristics of the like lihood function (or functional) leads to better-quality signal detection in comparison with the optimal signal detection algorithms of classical and modern theories.
Signal Detection In Non Gaussian Noise Environments
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Author : Pankaj Srivastava
language : en
Publisher:
Release Date : 1991
Signal Detection In Non Gaussian Noise Environments written by Pankaj Srivastava and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1991 with categories.
Topics In Non Gaussian Signal Processing
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Author : Edward J. Wegman
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Topics In Non Gaussian Signal Processing written by Edward J. Wegman and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Technology & Engineering categories.
Non-Gaussian Signal Processing is a child of a technological push. It is evident that we are moving from an era of simple signal processing with relatively primitive electronic cir cuits to one in which digital processing systems, in a combined hardware-software configura. tion, are quite capable of implementing advanced mathematical and statistical procedures. Moreover, as these processing techniques become more sophisticated and powerful, the sharper resolution of the resulting system brings into question the classic distributional assumptions of Gaussianity for both noise and signal processes. This in turn opens the door to a fundamental reexamination of structure and inference methods for non-Gaussian sto chastic processes together with the application of such processes as models in the context of filtering, estimation, detection and signal extraction. Based on the premise that such a fun damental reexamination was timely, in 1981 the Office of Naval Research initiated a research effort in Non-Gaussian Signal Processing under the Selected Research Opportunities Program.
Robust Signal Detection In Non Gaussian Noise Using Threshold System And Bistable System
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Author : Gencheng Guo
language : en
Publisher:
Release Date : 2012
Robust Signal Detection In Non Gaussian Noise Using Threshold System And Bistable System written by Gencheng Guo and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012 with Signal detection categories.
Auditory Signal Detection In Non Gaussian Noise
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Author : Lawrence Lee Feth
language : en
Publisher:
Release Date : 1969
Auditory Signal Detection In Non Gaussian Noise written by Lawrence Lee Feth and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1969 with categories.
Signal Detection In Non Gaussian And Non White Noise
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Author : Pamela Ann Nielsen
language : en
Publisher:
Release Date : 1990
Signal Detection In Non Gaussian And Non White Noise written by Pamela Ann Nielsen and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1990 with categories.
Detection Estimation And Modulation Theory Radar Sonar Processing And Gaussian Signals In Noise
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Author : Harry L. Van Trees
language : en
Publisher:
Release Date : 2001
Detection Estimation And Modulation Theory Radar Sonar Processing And Gaussian Signals In Noise written by Harry L. Van Trees and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with Estimation theory categories.