Gaussian Process Modeling of Specular Multipath Components

The consideration of ultra-wideband (UWB) and mm-wave signals allows for a channel description decomposed into specular multipath components (SMCs) and dense/diffuse multipath. In this paper, the amplitude and phase of SMCs are studied. Gaussian Process regression (GPR) is used as a tool to analyze...

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Bibliographic Details
Main Authors: Anh Hong Nguyen, Michael Rath, Erik Leitinger, Khang Van Nguyen, Klaus Witrisal
Format: Article
Language:English
Published: MDPI AG 2020-07-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/10/15/5216