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Synopsis
Designed for undergraduate electrical engineering students, the subject matter is organised logically, with the emphasis on fundamentals. It contains over eight hundred exercises, and practical applications such as discussions of noise figures and temperature. Third revised edition.
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From the Publisher
Digital Topics: The new discrete-time material includes coverage of sampling theorems (baseband and bandpass) for random processes as a foundation for the DT material. This material is placed in Chapter 8 for clear exposure. Correlation functions and power spectrums for these processes, which are developed and connected through the sampling theorems and the DT Fourier transforms, are covered in Chapters 7 and 8, with some introduction in sections 6.1-6.3. The structure of linear DT digital systems is developed in both the sequence and transform domains.
Other additions: Other additions include more examples within the text, NEW chapter-end summaries, expanded discussions of probability as a relative frequency, material on permutations and combinations, more details on random variable transformations, ergodicity, important inequalities and the weak and strong laws of large numbers.
Problems: Unlike the previous editions, chapter-ending problems have now been combined into a single list with numbering that corresponds to the chapter's section to which the problems mainly apply. Additional problems have been added to the new edition.
Starred sections: The level of the material is intended for a typical undergraduate program. However a small amount of more advanced material has been scattered throughout the book to serve as stimulation for the more advanced student or for schools using the book at a higher level. These sections are indicated by a star (-).
MATLAB-based examples and problems have been integrated into the text in key places (indicated by a computer icon).
Appendixes: Important new material has been added to Appendix A, useful properties of impulse functions, while an entire new appendix has been added, Appendix G, covering various mathematical topics of interest, including Leibniz's rule and Schwarz's Inequality. As in previous editions, the appendixes also include important review material for the students.
The book has an expanded web site that includes a downloadable version of the solutions manual, as well as JPEG files of the book's figures.
About the Author
Peyton Peebles. Profesor Emérito de Ingeniería Eléctrica e Informática. Universidad de Florida
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- PublisherMcGraw-Hill Education (ISE Editions)
- Publication date1993
- ISBN 10 0071127828
- ISBN 13 9780071127820
- BindingPaperback
- LanguageEnglish
- Edition number2
- Number of pages448
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Probability, Random Variables, and Random Signal Principles
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McGraw-Hill International Editions, New York, 1993
ISBN 10: 0071127828
ISBN 13: 9780071127820
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Probability, Random Variables, and Random Signal Principles
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