Detail publikačního výsledku

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

Anglický název

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

Druh

Stať ve sborníku v databázi WoS či Scopus

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.

Anglický 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

Klíčová slova v angličtině

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

2016

Vydáno

07.09.2015

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"
}