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Random-Set Theory and Wireless Communications

Random-Set Theory and Wireless Communications (Paperback)

Currently unavailable. Foyles can order for despatch to customer when the publisher is re-supplied on 01/08/2012.
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Random-Set Theory and Wireless Communications gives a concise and accessible treatment of this mathematical technique and its application to wireless communications, concentrating on estimation problems where the quantities to be estimated are in a random number. This monograph takes an engineering approach to the topic in which the theories of the most important techniques are explained in detail before showing how they are applied specifically to two problems in wireless communications. The first half of the monograph introduces the theory of Random Sets. In particular Random Finite Sets (RFS), Probability Hypothesis Density (PHD) filtering, and its "Cardinalized" form (CPHD) are described in detail. Topics covered along the way include the definition of RFS probability density functions (pdfs), with extensions such as Bayesian recursions, statistical Inference, and implementing reduced-complexity RFS estimators. The second half of Random-Set Theory and Wireless Communications illustrates the application of RFS theory to two relevant problems of Communication Theory: multiuser detection and channel estimation in dynamic environments.

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.

Computing & ITComputer scienceSystems analysis & designReference & ResearchLibrary & information sciencesInformation theoryReference & ResearchResearch & information: generalTechnicalEngineering & General Technology Publisher: now publishers Inc Publication Date: 01/08/2012 ISBN-13: 9781601985705  Details: Type: Paperback Format: Books
Availability: Currently unavailable. Foyles can order for despatch to customer when the publisher is re-supplied on 01/08/2012.  

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