Dimensions of Uncertainty in Communication Engineering

Ezio Biglieri

• Publisher: Academic Press
• Year: 2022
• Print ISBN: 9780323992756
• eBook ISBN: 9780323992763
• Topic: Technology & Engineering
• Subtopic: Electromagnetism
• Index: Technology & Engineering

Dimensions of Uncertainty in Communication Engineering is a comprehensive and self-contained introduction to the problems of nonaleatory uncertainty and the mathematical tools needed to solve them. The book gathers together tools derived from statistics, information theory, moment theory, interval analysis and probability boxes, dependence bounds, nonadditive measures, and Dempster–Shafer theory. While the book is mainly devoted to communication engineering, the techniques described are also of interest to other application areas, and commonalities to these are often alluded to through a number of references to books and research papers. This is an ideal supplementary book for courses in wireless communications, providing techniques for addressing epistemic uncertainty, as well as an important resource for researchers and industry engineers. Students and researchers in other fields such as statistics, financial mathematics, and transport theory will gain an overview and understanding on these methods relevant to their field. - Uniquely brings together a variety of tools derived from statistics, information theory, moment theory, interval analysis and probability boxes, dependence bounds, nonadditive measures, and Dempster—Shafer theory - Focuses on the essentials of various, wide-ranging methods with references to journal articles where more detail can be found if required - Includes MIMO-related results throughout

Table of contents

• Dimensions of Uncertainty in Communication Engineering
• 1 Model selection
• 2 Performance bounds from epistemic uncertainty
• 3 Moment bounds
• 4 Interval analysis
• 5 Probability boxes
• 6 Dependence bounds
• 7 Beyond probability
• Bibliography
• Index