Detail publikace

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

KOTOL, M. VÉLIM, J. RAIDA, Z.

Originální název

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

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

angličtina

Originální abstrakt

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.

Klíčová slova

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

Autoři

KOTOL, M.; VÉLIM, J.; RAIDA, Z.

Rok RIV

2015

Vydáno

7. 9. 2015

ISBN

978-1-4799-7808-3

Kniha

2015 IEEE-APS Topical Conference on Antennas and Propagation in Wireless Comunications (APWC)

Strany od

279

Strany do

282

Strany počet

4

URL

https://ieeexplore.ieee.org/document/7300155

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"
}