Result Details

ESTIMATION THE TRANSMISSION BETWEEN ANTENNAS USING ARTIFICIAL NEURAL NETWORKS IN THE UWB BAND

KOTOL, M.; PROKEŠ, A.; MIKULÁŠEK, T.; RAIDA, Z. ESTIMATION THE TRANSMISSION BETWEEN ANTENNAS USING ARTIFICIAL NEURAL NETWORKS IN THE UWB BAND. In 2016 Progress in Electromagnetic Research Symposium (PIERS). IEEE Xplore, 2016. p. 1465-1469. ISBN: 978-1-5090-6093-1.
Type
conference paper
Language
English
Authors
Kotol Martin, Ing., Ph.D., REL-SIX (FEEC), UREL (FEEC)
Prokeš Aleš, prof. Ing., Ph.D., UREL (FEEC)
Mikulášek Tomáš, Ing., Ph.D., UREL (FEEC)
Raida Zbyněk, prof. Dr. Ing., UREL (FEEC)
Abstract

The characteristics of the transmission channel inside the car are very important for future intra-car communication technologies. These technologies will create the small wireless networks for the distribution of data services such as internet, video, audio, etc. transmission. For these services, it is preferable to use the UWB frequency band from 3 GHz to 11 GHz because of the hardware support availability. An estimation of transmission channel characteristic is time-consuming and computationally demanding process. Presented paper deals with the channel transfer function estimation for different receiving antenna locations determined by the two dimensional grid. Proposed artificial neural network used for the analysis of the transmission channel is based on the feed forward and radial basis function structure. Neural networks have been optimized using measured channel transfer function to achieve better effectiveness, speed and accuracy.

Keywords

Artificial neural network, feed forward neural networks, radial basis function neural network, car, measurement, channel transmission function

URL
Published
2016
Pages
1465–1469
Proceedings
2016 Progress in Electromagnetic Research Symposium (PIERS)
Conference
PIERS 2016 in Shanghai, Progress In Electromagnetics Research Symposium
ISBN
978-1-5090-6093-1
Publisher
IEEE Xplore
DOI
10.1109/PIERS.2016.7734683
UT WoS
000400013901081
EID Scopus
2-s2.0-85006789320
BibTeX 
@inproceedings{BUT129207,
  author="Martin {Kotol} and Aleš {Prokeš} and Tomáš {Mikulášek} and Zbyněk {Raida}",
  title="ESTIMATION THE TRANSMISSION BETWEEN ANTENNAS USING ARTIFICIAL NEURAL NETWORKS IN THE UWB BAND",
  booktitle="2016 Progress in Electromagnetic Research Symposium (PIERS)",
  year="2016",
  pages="1465--1469",
  publisher="IEEE Xplore",
  doi="10.1109/PIERS.2016.7734683",
  isbn="978-1-5090-6093-1",
  url="http://ieeexplore.ieee.org/document/7734683/"
}
Departments
Department of Radio Electronics (UREL)
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