· Entropy, Relative Entropy and Mutual Information· The Asymptotic Equipartition Property· Entropy Rates of a Stochastic Process· Data Compression· Gambling and Data Compression· Kolmogorov Complexity· Channel Capacity· Differential Entropy· The Gaussian Channel· Maximum Entropy and Spectral Estimation· Information Theory and Statistics· Rate Distortion Theory· Network Information Theory· Information Theory and the Stock Market· Inequalities in Information Theory
... further the aspects of communications technology presented in this book. Haykin, S., Communication Systems, New York: John Wiley, 2001. Roddy, D., and J. Coolen, Electronic Communications, Englewood Cliffs, NJ: Prentice Hall, 1995.
信息理论与编码学习指导
Fundamentals of Information Theory
Sets out to explain the basic technology of communications and information systems.
Grammatical Man: Information, Entropy, Language, and Life
Support Materials for Information Processing & Technology (1998 Syllabus)
Drawing together the work of a number of leading experts in this field, this book offers a useful guide to which problems can be solved with Information Theory tools, as well as the means of doing so."--Provided by publisher.