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A Comprehensive Survey on MIMO Visible Light Communication: Current Research, Machine Learning and Future Trends.

Authors :
Sejan, Mohammad Abrar Shakil
Rahman, Md Habibur
Aziz, Md Abdul
Kim, Dong-Sun
You, Young-Hwan
Song, Hyoung-Kyu
Source :
Sensors (14248220). Jan2023, Vol. 23 Issue 2, p739. 28p.
Publication Year :
2023

Abstract

Visible light communication (VLC) has contributed new unused spectrum in addition to the traditional radio frequency communication and can play a significant role in wireless communication. The adaptation of VLC technology enhances wireless connectivity both in indoor and outdoor environments. Multiple-input multiple-output (MIMO) communication has been an efficient technique for increasing wireless communications system capacity and performance. With the advantages of MIMO techniques, VLC can achieve an additional degree of freedom. In this paper, we systematically perform a survey of the existing work based on MIMO VLC. We categorize the types of different MIMO techniques, and a brief description is given. Different problem-solving approaches are given in the subsequent sections. In addition, machine learning approaches are also discussed in sufficient detail. Finally, we identify the future study direction for MIMO-based communication in VLC. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
14248220
Volume :
23
Issue :
2
Database :
Academic Search Index
Journal :
Sensors (14248220)
Publication Type :
Academic Journal
Accession number :
161560143
Full Text :
https://doi.org/10.3390/s23020739