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An introduction to statistical communication theory / David Middleton ; IEEE Communications Society, sponsor, IEEE Information Theory Society, sponsor

Por: Tipo de material: TextoTextoSeries International series in pure and applied physics | International series in pure and applied physicsEditor: Piscataway, New Jersey : Distribuidor: IEEE Press, Fecha de copyright: ©1960Fabricante: 1996Descripción: xxviii, 1152 páginas : ilustraciones ; 24 cmTipo de contenido:
  • texto
Tipo de medio:
  • sin medio
Tipo de soporte:
  • volumen
ISBN:
  • 0780311787
  • 9780780311787
Otro título:
  • Statistical communication theory [Título paralelo]
Trabajos contenidos:
  • IEEE Communications Society
  • IEEE Information Theory Society
Tema(s): Clasificación LoC:
  • TK 5101 M53
Contenidos:
An introduction to statistical communication theory -- Statistical preliminaries -- Operation on ensembles -- Spectra, covariance, and correlation functions -- Sampling, interpolation, and random pulse trains -- Signals and noise in nonlinear systems -- An introduction to information theory -- Random noise processes -- The normal random process : Gaussian variates -- The normal random process : Gaussian functional -- Processes derived from the normal -- The equations of langeving, Fokker-planck, and Boltzmann -- Thermal, shot, and impulse noise -- Applications to special systems -- Amplitude modulation and conversion -- Rectification of amplitude-modulated waves : second-moment theory -- Phase and frequency modulation -- Detection of frequency modulated waves; second-moment theory -- Linear measurements, prediction, and optimum filtering -- Some distribution problems -- Statistical theory of reception -- Reception as a decision problem -- Binary detection systems minimizing average risk. General theory -- Binary detection systems minimizing average risk. Examples -- Extraction systems minimizing average risk; signal analysis -- Information measures in reception -- Generalization and extensions -- Appendix 1. Special functions and integrals -- Appendix 2. Solutions of select integral equations
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"IEEE Press classic reissue."

Incluye referencias bibliográficas e índices

An introduction to statistical communication theory -- Statistical preliminaries -- Operation on ensembles -- Spectra, covariance, and correlation functions -- Sampling, interpolation, and random pulse trains -- Signals and noise in nonlinear systems -- An introduction to information theory -- Random noise processes -- The normal random process : Gaussian variates -- The normal random process : Gaussian functional -- Processes derived from the normal -- The equations of langeving, Fokker-planck, and Boltzmann -- Thermal, shot, and impulse noise -- Applications to special systems -- Amplitude modulation and conversion -- Rectification of amplitude-modulated waves : second-moment theory -- Phase and frequency modulation -- Detection of frequency modulated waves; second-moment theory -- Linear measurements, prediction, and optimum filtering -- Some distribution problems -- Statistical theory of reception -- Reception as a decision problem -- Binary detection systems minimizing average risk. General theory -- Binary detection systems minimizing average risk. Examples -- Extraction systems minimizing average risk; signal analysis -- Information measures in reception -- Generalization and extensions -- Appendix 1. Special functions and integrals -- Appendix 2. Solutions of select integral equations

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