:with applications to signal processing and communications
/ Scott L. Miller, Donald Childers
Amsterdam ; Boston
: Elsevier Academic Press,
, c2004.
xiii, 536 p. , ill. , 24 cm.
Electronic
Includes index.
1. Introduction -- 2. Introduction to probability theory -- 3. Random variables, distributions, and density functions -- 4. Operations on a single random variable -- 5. Pairs of random variables -- 6. Multiple random variables -- 7. Random sequences and series -- 8. Random processes -- 9. Markov processes -- 10. Power spectral density -- 11. Random processes in linear systems -- 12. Simulation techniques -- App. A. Review of set theory -- App. B. Review of linear algebra -- App. C. Review of signals and systems -- App. D. Summary of common random variables -- App. E. Mathematical tables -- App. F. Numerical methods for evaluating the Q-function.