Publication detail

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

KOTOL, M. VÉLIM, J. RAIDA, Z.

Original Title

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

Type

conference paper

Language

English

Original 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

Authors

KOTOL, M.; VÉLIM, J.; RAIDA, Z.

RIV year

2015

Released

7. 9. 2015

ISBN

978-1-4799-7808-3

Book

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

Pages from

279

Pages to

282

Pages count

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"
}