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2 - Deterministic signal analysis

Published online by Cambridge University Press:  05 June 2012

Tri T. Ha
Affiliation:
Naval Postgraduate School, Monterey, California
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Summary

Introduction

In this chapter we lay the foundation for the analysis and design of communication systems, and digital communication systems in particular. We employ deterministic signals to carry information from the transmitter to the receiver. These deterministic signals contain certain a priori features sufficiently adequate for the receiver to retrieve the information. Note that the information always appears random to the receiver, that is, it does not know which data it will receive; otherwise, communications would not be needed. Deterministic signals form a very broad class of signals; therefore, the first step is to categorize them so that their characterization can be fully exploited. The categorization leads to the labels continuous-time, discrete-time, periodic, aperiodic, analog, digital, energy, and power signals. Further study leads us to orthogonal signals and the use of signal space to represent digital signals as vectors. We also review linear time-invariant (LTI) systems and the important convolution operation that relates the inputs and outputs of an LTI system.

We then investigate Fourier series representation of continuous-time periodic signals, and Fourier transform of continuous-time aperiodic signals. The Fourier transform is indispensable in the analysis and design of LTI systems. The energy spectral density of an energy signal and the power spectral density of a power signal are studied. From here the autocorrelation functions of both energy and power signals are examined.

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Publisher: Cambridge University Press
Print publication year: 2010

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References

Oppenheim, A. V. and Willsky, A. S., with Nawab, S. Hamid, Signals and Systems, 2nd edition, Upper Saddle River, NJ: Prentice Hall, 1997.Google Scholar
Bracewell, R. N., The Fourier Transform and its Applications, 2nd edition, revised, New York: McGraw-Hill, 1986.Google Scholar
Couch, L. W. II, Digital and Analog Communication Systems, 7th edition, Harlow: Prentice Hall, 2007.Google Scholar
Haykin, S., Communication Systems, 3rd edition, Chichester: John Wiley & Sons, 1994.Google Scholar
Ziemer, R. E. and Tranter, W. H., Principles of Communications, 4th edition, Chichester: John Wiley & Sons, 1995.Google Scholar
Proakis, J. G. and Salehi, M., Fundamentals of Communication Systems, Hallow: Pearson Prentice Hall, 2005.Google Scholar
Carlson, A. Bruce, Crilly, P. B., and Rutledge, J. C., Communication Systems, 4th edition, New York: McGraw-Hill, 2002.Google Scholar

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  • Deterministic signal analysis
  • Tri T. Ha, Naval Postgraduate School, Monterey, California
  • Book: Theory and Design of Digital Communication Systems
  • Online publication: 05 June 2012
  • Chapter DOI: https://doi.org/10.1017/CBO9780511778681.003
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  • Deterministic signal analysis
  • Tri T. Ha, Naval Postgraduate School, Monterey, California
  • Book: Theory and Design of Digital Communication Systems
  • Online publication: 05 June 2012
  • Chapter DOI: https://doi.org/10.1017/CBO9780511778681.003
Available formats
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Save book to Google Drive

To save content items to your account, please confirm that you agree to abide by our usage policies. If this is the first time you use this feature, you will be asked to authorise Cambridge Core to connect with your account. Find out more about saving content to Google Drive.

  • Deterministic signal analysis
  • Tri T. Ha, Naval Postgraduate School, Monterey, California
  • Book: Theory and Design of Digital Communication Systems
  • Online publication: 05 June 2012
  • Chapter DOI: https://doi.org/10.1017/CBO9780511778681.003
Available formats
×