An Artificial Neural Network Equalizer for Constant Power 4-PAM in Optical Camera Communications

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F20%3A00343845" target="_blank" >RIV/68407700:21230/20:00343845 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1109/CSNDSP49049.2020.9249579" target="_blank" >http://dx.doi.org/10.1109/CSNDSP49049.2020.9249579</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/CSNDSP49049.2020.9249579" target="_blank" >10.1109/CSNDSP49049.2020.9249579</a>

Result language
angličtina
Original language name
An Artificial Neural Network Equalizer for Constant Power 4-PAM in Optical Camera Communications
Original language description
In this paper, for the first time, we propose and validate a nonlinear artificial neural network (ANN) equalizer for constant power pulse amplitude modulation (CP 4-PAM) in an optical camera communication (OCC) system. Using the proposed equalizer, we demonstrate experimental-based non-flickering transmission at a data rate of up to 7 kbps using a single light-emitting diode and an image sensor with 30 frames per second rate. The quality of the received signal is introduced based on the eye-diagram opening where we have proved an ability to transmit data with up to 232 bits per frame after the equalizer deployment.
Czech name
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Czech description
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Publication year
2020
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
International Symposium on Communication Systems, Networks and Digital Signal Processing, CNSDSP 2020
ISBN
978-1-7281-6743-5
ISSN
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e-ISSN
—
Number of pages
6
Pages from-to
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Publisher name
IEEE
Place of publication
Porto
Event location
Porto
Event date
Jul 20, 2020
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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