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Chapter 1: Introduction and Overview

Chapter 1: Introduction and Overview

pp. 1-9

Authors

, California Institute of Technology
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Extract

Gives a brief overview of the book. Notations for signal representation in continuous time and discrete time are introduced. Both one-dimensional and two-dimensional signals are introduced, and simple examples of images are presented. Examples of noise removal and image smoothing (filtering) are demonstrated. The concept of frequency is introduced and its importance as well as its role in signal representation are explained, giving musical notes as examples. The history of signal processing, the role of theory, and the connections to real-life applications are mentioned in an introductory way. The chapter also draws attention to the impact of signal processing in digital communications (e.g., cell-phone communications), gravity wave detection, deep space communications, and so on.

Keywords

  • Filtering
  • denoising
  • sampling
  • Fourier representation
  • transfer function

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