Stochastic Methods and their Applications to Communications: Stochastic Differential Equations ApproachISBN: 978-0-470-84741-1
Hardcover
496 pages
September 2004
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Stochastic Methods & their Applications to
Communications presents a valuable approach to the modelling,
synthesis and numerical simulation of random processes with
applications in communications and related fields. The authors
provide a detailed account of random processes from an engineering
point of view and illustrate the concepts with examples taken from
the communications area. The discussions mainly focus on the
analysis and synthesis of Markov models of random processes as
applied to modelling such phenomena as interference and fading in
communications. Encompassing both theory and practice, this
original text provides a unified approach to the analysis and
generation of continuous, impulsive and mixed random processes
based on the Fokker-Planck equation for Markov processes.
- Presents the cumulated analysis of Markov processes
- Offers a SDE (Stochastic Differential Equations) approach to the generation of random processes with specified characteristics
- Includes the modelling of communication channels and interfer ences using SDE
- Features new results and techniques for the of solution of the generalized Fokker-Planck equation
Essential reading for researchers, engineers, and graduate and upper year undergraduate students in the field of communications, signal processing, control, physics and other areas of science, this reference will have wide ranging appeal.