High-speed Optical OFDM transmission by reducing the nonlinearity of LEDs in Visible light Communication Systems

The non-linearity of Light Emitting Diodes (LEDs) has limited the efficiency of visible Light Communication (VLC) in terms of Bit Error Rate (BER). In this report, we propose a model-driven Deep Learning (DL) strategy for Optical Orthogonal Frequency Division Multiplexing (O-OFDM)-based VLC processe...

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Vydáno v:	Multimedia tools and applications Ročník 83; číslo 16; s. 47353 - 47371
Hlavní autoři:	Swaminathan, S., Raajan, N. R.
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	New York Springer US 01.05.2024 Springer Nature B.V
Témata:	Algorithms Binary data Bit error rate Communication Communications systems Computer Communication Networks Computer Science Cost function Data Structures and Information Theory Demodulation Efficiency Emitters Fast Fourier transformations Fourier transforms Light emitting diodes Machine learning Multimedia Information Systems Nonlinearity Optical communication Orthogonal Frequency Division Multiplexing Performance enhancement Performance measurement Power consumption Recurrent neural networks Signal detection Special Purpose and Application-Based Systems Signal Detection Transmitter Side Nonlinearity De-Mapping I-Q Symbols Binary Data
ISSN:	1573-7721, 1380-7501, 1573-7721
On-line přístup:	Získat plný text
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