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7 - Multipath Component Clustering

Published online by Cambridge University Press:  18 August 2022

Edited by
Theodore S. Rappaport ,
Kate A. Remley ,
Camillo Gentile ,
Andreas F. Molisch  and
Alenka Zajić
Theodore S. Rappaport
Affiliation:
New York University
Kate A. Remley
Affiliation:
National Institute of Standards and Technology, Maryland
Camillo Gentile
Affiliation:
National Institute of Standards and Technology, Maryland
Andreas F. Molisch
Affiliation:
University of Southern California
Alenka Zajić
Affiliation:
Georgia Institute of Technology
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Summary

In this chapter we present introductions and some recent progress of clustering and tracking algorithm designs for use in radio channels, which have been widely used in cluster-based channel modeling for 4G and 5G communications.

Keywords

ClusteringK-power-meanscluster pruningkernel power densitytime-cluster-spatial-lobemultipath component distancecluster trackingEKF
Type
Chapter
Information
Radio Propagation Measurements and Channel Modeling: Best Practices for Millimeter-Wave and Sub-Terahertz Frequencies , pp. 122 - 152
Publisher: Cambridge University Press
Print publication year: 2022

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