Signals, Systems and Inference

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9781292156200

A text structure that is highly organised and easy to navigate

  • The text is divided into four major parts:
    • Chapters 1-3 present a review of the assumed prerequisite notions in signals and systems, and apply these to digital communication by pulse amplitude modulation.
    • Chapters 4-6 treat space-state models,
      • concentrating on the single-input single-output LTI case;
      • introducing the idea of model-based inference;
      • examining associated feedback control strategies.
    • Chapters 7-9 provide a review of assumed prerequisites in probability, including estimation and hypothesis testing for static random variables.
    • Chapters 10-13 explore wide-sense stationary random signals and their processing by LTI systems for various applications.
      • The properties and interpretations of correlation functions and power spectral densities are developed in Chapters 10-11,and used in the remaining chapters to study canonical inference problems in signal estimation and signal detection.
      • Chapter 12 focuses on Wiener filtering, or linear minimum mean square error signal estimation.
      • Chapter 13 emphasises signal detection problems for which the optimum solutions involve matched filtering.

 

Thorough and interesting chapters full of information

  • An exploration of fundamental material in an interesting and engaging manner.
  • Further Reading sections at the end of each chapter help students gain further knowledge of the subject matter.
  • Basic, Advanced, and Extension problems that review chapter material and ask the students to test and apply their knowledge of the subject.

 

A flexible approach to a broad course of study

  • Since there is more material in this text than can comfortably be taught in a one-semester course, the text allows for different routes of instruction that emphasise various paths of study.
  • Chapters 4-6 can be omitted or only briefly addressed in courses oriented towards communication and signal processing.
  • Chapters 3, 9 and 13 can be considered optional for courses with more of a control orientation.
Mais informação
ISBN9781292156200
LínguaInglês
AutorAlan V Oppenheim George C. Verghese
EditoraPearson
Data de publicação2018
Páginas608

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