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Random-set theory and wireless communications

Author: Ezio Biglieri; Emanuele Grossi; Marco Lops
Publisher: Boston : NOW, 2012.
Series: Foundations and trends in communications and information theory, v. 7:4 (2010)
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:

Random-Set Theory and Wireless Communications is an important and comprehensive survey of how to use Random Set Theory in the design of future wireless communication systems.

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Genre/Form: Electronic books
Additional Physical Format: Print version:
Biglieri, Ezio.
Random-Set Theory and Wireless Communications.
Hanover : Now Publishers, ©2014
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Ezio Biglieri; Emanuele Grossi; Marco Lops
ISBN: 9781601985712 1601985711
OCLC Number: 868944700
Description: 1 online resource (ix, 151 pages :) : illustrations.
Contents: ""Contents""; ""Solving Estimation Problems Where You Do Not Know the Number of Things You Do Not Know""; ""An Engineering Introduction""; ""Random Sets, Set Integral, and Set Derivative""; ""Bayesian and Maximum-likelihood Estimates""; ""Dynamic Models and Bayesian Recursions""; ""The Complexity Problem and Some Solutions""; ""Solving the Bayesian Recursion""; ""Particle Filtering/Sequential Monte-Carlo""; ""The Probability Hypothesis Density""; ""Zero-Order Approximations""; ""Multiuser Detection""; ""Introduction and Motivation""; ""Detection of Identities and Data"" ""Data Detection and Parameter Estimation""""Channel Estimation""; ""Introduction and Motivation""; ""A Case Study: SISO Wide-Band Transmission""; ""Channel Dynamics""; ""Extension to MIMO Channels""; ""Concluding Remarks""; ""Topics Not Covered Here""; ""Acknowledgments""; ""Mathematical Aspects of Random-Set Theory""; ""Topologies and all that""; ""Random Closed Sets""; ""Random Finite Sets""; ""Relation to Point Processes""; ""Basic Definitions""; ""Simple, Finite Point Processes""; ""Point Processes and Random Sets""; ""Relation to Dempster --
Shafer Theory"" ""Theory of Evidence vs. Probability Theory""""D --
S Theory""; ""Connection with Random-Set Theory""; ""Acronyms and notations""; ""References""
Series Title: Foundations and trends in communications and information theory, v. 7:4 (2010)
Responsibility: Ezio Biglieri, Emanuele Grossi, Marco Lops.

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