Probability And Random Processes For Electrical And Computer Engineers

The theory of probability has important applications for computer and electrical engineers as a tool to explain, model, analyse and design the technology they develop. Consequently, a course in probability and random processes is a prerequisite for further study in communications or signal processing. Gubner presents a primary text that progresses from advanced undergraduate level, assuming a modest knowledge of probability, through to the more complex topics suitable for graduates, including random vectors, Gaussian random vectors, random processes and Markov chains. Describing tools and results that are used extensively in the field, this is more than a textbook: it is also a valuable reference for researchers working in communications, signal processing, and computer network traffic analysis. With chapter outlines, over 300 worked examples, some 800 problems and sections for exam preparation, this is an essential companion for advanced undergraduate and graduate students.