Neural Network Detection for Bandwidth-Limited Non-Orthogonal Multiband CAP UVLC System

Neural Network Detection for Bandwidth-Limited Non-Orthogonal Multiband CAP UVLC System

In this paper, we propose a novel sparse data-to-symbol neural network (SDSNN) receiver for bandwidth-limited underwater visible light communication (UVLC) based on non-orthogonal multi-band carrierless amplitude and phase modulation (NM-CAP). Bandwidth limited NM-CAP signals usually carry severe in...

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Bibliographic Details
Main Authors: Chen, J. (Author), Chi, N. (Author), Li, Z. (Author), Shen, C. (Author), Wang, Z. (Author), Zhang, J. (Author), Zhao, Y. (Author)
Format: Article
Language:English
Published: Institute of Electrical and Electronics Engineers Inc. 2022
Subjects:
Amplitude and phase modulations
Bandwidth
Carrier-less
Complex networks
Equalizers
Independent component analysis
Intersymbol interference
Least mean squares
Light
Modulation
Multi band
neural network
Neural-networks
Non-orthogonal
Non-orthogonal multi-band carrierless ampli-tude and phase
Sparse data
Sub-carriers
underwater visible light communication
Underwater visible light communication
Visible light communication
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