Skip to main content
  • 347 Accesses

Abstract

In this chapter the essential statistical definitions and basic analytical tools for the quantification of random processes are provided. The material, which is based on traditional text, has been selected to serve in the solution of problems arising in aerospace applications and treating measurement and process noise in filtering, smoothing, and prediction operations. These, along with sensors, have often become an integral part of a measurement system.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 129.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 179.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 169.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Cannon, Robert H., Dynamics of Physical Systems, McGraw Hill, New York, 1967.

    Google Scholar 

  2. Liung, Lennart, System Identification: Theory for the User, Prentice-Hall, Englewood Cliffs, NJ, 1987.

    Google Scholar 

  3. Franklin G.F., Powell, J.D. and Workman, M.L., Digital Control of Dynamic Systems, Addison-Wesley, Reading, 1990.

    MATH  Google Scholar 

  4. Lawrence, P.D., and Mauch, K., Real-Time Microcomputer System Design: An Introduction, Book, McGraw-Hill, New York, 1987.

    Google Scholar 

  5. Kepler, Johannes, Magnum Opus, a New Astronomy Based on Causation or, a Physics of the Sky derived from Investigation of the Motion of the Star Mars founded on the Observations of the Noble Tycho Brahe, 1609.

    Google Scholar 

  6. Newton Isaac, Principia, 1687.

    Google Scholar 

  7. Stewart, Ian, Does God Play Dice? The Mathematics of Chaos, Basil Blackwell Inc., Cambridge, MA, 1989.

    MATH  Google Scholar 

  8. Melsa, J.L., and Sage, A.P. An Introduction to Probability and Stochastic Processes, Prentice-Hall, Englewood Cliffs, NJ, 1973.

    Google Scholar 

  9. Davenport, W.B., and Root, William L., An Introduction to Random Signals and Noise, Book, McGraw-Hill, New York, 1958.

    MATH  Google Scholar 

  10. Merhav, S.J., “Equivalent Gain of Single Valued Nonlinearities with Multiple Inputs,” IRE Transactions on Automatic Control, Vol. AC-7, No. 5, October 1962.

    Google Scholar 

  11. Truxal, J.G., Automatic Feedback Control System Synthesis, McGraw-Hill, New York, 1955.

    Google Scholar 

  12. Peebles, P.Z., Probability, Random Variables and Random Signal Principles, McGraw-Hill, New York, 1987.

    Google Scholar 

  13. Seifert, W.W., and Steeg, C.W., Ed. Control Systems Engineering, McGraw-Hill, New York, 1960.

    Google Scholar 

  14. McRuer, D.T., Ashkenas, I., and Graham, D., Aircraft Dynamics and Automatic Control, Princeton University Press, Princeton, 1973.

    Google Scholar 

  15. The Mathworks Inc., “PC-Matlab, Control Systems Toolbox,” tf2ss and lyap tools.

    Google Scholar 

  16. Brigham, E.O., The Fast Fourier Transform, Prentice-Hall, Englewood Cliffs, NJ, 1974.

    MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

Copyright information

© 1996 Springer-Verlag New York, Inc.

About this chapter

Cite this chapter

Merhav, S. (1996). Random Processes and Signals. In: Aerospace Sensor Systems and Applications. Springer, New York, NY. https://doi.org/10.1007/978-1-4612-3996-3_3

Download citation

  • DOI: https://doi.org/10.1007/978-1-4612-3996-3_3

  • Publisher Name: Springer, New York, NY

  • Print ISBN: 978-1-4612-8465-9

  • Online ISBN: 978-1-4612-3996-3

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics