Comparative Analysis of Clustering Methods for Power Delay Profile in MMW Bands and In-Vehicle Scenarios

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26220%2F23%3APU149616" target="_blank" >RIV/00216305:26220/23:PU149616 - isvavai.cz</a>
Result on the web
<a href="https://ieeexplore.ieee.org/document/10352767" target="_blank" >https://ieeexplore.ieee.org/document/10352767</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/CAMA57522.2023.10352767" target="_blank" >10.1109/CAMA57522.2023.10352767</a>

Result language
angličtina
Original language name
Comparative Analysis of Clustering Methods for Power Delay Profile in MMW Bands and In-Vehicle Scenarios
Original language description
The spatial statistics of radio wave propagation in specific environments and scenarios, as well as being able to recognize important signal components, are prerequisites for dependable connectivity. There are several reasons why in-vehicle communication is unique, including safety considerations and vehicle-to-vehicle/infrastructure communication. The paper examines the characteristics of clustering power delay profiles to investigate in-vehicle communication. It has been demonstrated that the Saleh-Valenzuela channel model can also be adapted for in-vehicle communication, and that the signal is received in clusters with exponential decay. A measurement campaign was conducted, capturing the power delay profile inside the vehicle cabin, and the reweighted l1 minimization method was compared with the traditional k-means clustering techniques.
Czech name
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Czech description
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Project
<a href="/en/project/GF23-04304L" target="_blank" >GF23-04304L: Multi-band prediction of millimeter-wave propagation effects for dynamic and fixed scenarios in rugged time-varying environments</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2023
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
2023 IEEE Conference on Antenna Measurements and Applications (CAMA)
ISBN
979-8-3503-2304-7
ISSN
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e-ISSN
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Number of pages
6
Pages from-to
260-265
Publisher name
Institute of Electrical and Electronics Engineers Inc.
Place of publication
Genoa, Italy
Event location
Genoa, Italy
Event date
Nov 15, 2023
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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