Result Details

Neural modeling of in-vehicle wireless channels: wave propagation along the vehicle body at 60 GHz

KOTOL, M.; VÉLIM, J.; RAIDA, Z. Neural modeling of in-vehicle wireless channels: wave propagation along the vehicle body at 60 GHz. In 2015 IEEE-APS Topical Conference on Antennas and Propagation in Wireless Comunications (APWC). 2015. p. 279-282. ISBN: 978-1-4799-7808-3.
Type
conference paper
Language
English
Authors
Kotol Martin, Ing., Ph.D., REL-SIX (FEEC), UREL (FEEC)
Vélim Jan, Ing., REL-SIX (FEEC), UREL (FEEC)
Raida Zbyněk, prof. Dr. Ing., UREL (FEEC)
Abstract

In the paper, we discuss an exploitation of
artificial neural networks for modeling wireless channels
inside a car. Neural models are based on feed-forward
architecture and radial basis function architecture of neural
networks. In the paper, we briefly explain the concept of
experimental measurements of in-car channels. Then, we
explain the process of creating and training a neural network.
Finally, we discuss a neural model validation.

Keywords

Articicial neural networks, feed-forward neural network, radial basic function neural network, transmission, car, transmit and recieve antenna

URL
Published
2015
Pages
279–282
Proceedings
2015 IEEE-APS Topical Conference on Antennas and Propagation in Wireless Comunications (APWC)
Conference
International Conference on Electromagnetics in Advanced Applications ICEAA 2015
ISBN
978-1-4799-7808-3
DOI
10.1109/APWC.2015.7300155
UT WoS
000378433000014
BibTeX 
@inproceedings{BUT115817,
  author="Martin {Kotol} and Jan {Vélim} and Zbyněk {Raida}",
  title="Neural modeling of in-vehicle wireless channels:
wave propagation along the vehicle body at 60 GHz",
  booktitle="2015 IEEE-APS Topical Conference on Antennas and Propagation in Wireless Comunications (APWC)",
  year="2015",
  pages="279--282",
  doi="10.1109/APWC.2015.7300155",
  isbn="978-1-4799-7808-3",
  url="https://ieeexplore.ieee.org/document/7300155"
}
Departments
Department of Radio Electronics (UREL)
Back to top