Machine learning-based data-driven fault detection/diagnosis of lithium-ion battery: A critical review

A Samanta, S Chowdhuri, SS Williamson - Electronics, 2021 - mdpi.com
Fault detection/diagnosis has become a crucial function of the battery management system
(BMS) due to the increasing application of lithium-ion batteries (LIBs) in highly sophisticated …

A survey on machine learning algorithm applications in visible light communication systems

M Sliti, M Mrabet, M Garai, LB Ammar - Optical and Quantum Electronics, 2024 - Springer
Abstract Visible Light Communication (VLC) technology offers a promising alternative for
high-speed data transfer due to its ability to simultaneously illuminate and transport data …

Experimental comparison of PAM and CAP modulation for visible light communication under illumination constraints

R Le Priol, M Hélard, S Haese, S Roy - IEEE Photonics Journal, 2022 - ieeexplore.ieee.org
In this paper, we study different modulation techniques for visible light communication (VLC),
taking illumination constraints into account. Two modulation schemes are compared, namely …

Volterra predistorter for the dynamic nonlinearity of LED

G Stepniak, M Marzecki, J Bojarczuk - Optics Letters, 2022 - opg.optica.org
In this Letter, we propose the application of a Volterra predistorter to compensate for the
second-order nonlinear distortion generated in light-emitting diode (LED) communication …

The performance improvement of VLC-OFDM system based on reservoir computing

B Cao, K Yuan, H Li, S Duan, Y Li, Y Ouyang - Photonics, 2022 - mdpi.com
Nonlinear effects have been restricting the development of high-speed visible light
communication (VLC) systems. Neural network (NN) has become an effective means to …

Variable pulse position modulation receivers for visible light communication systems without the knowledge of dimming level

KM Sünnetci, M Sönmez - Transactions on Emerging …, 2022 - Wiley Online Library
The dimming control is one of the most significant issues to provide both illumination and
data transmission for visible light communication (VLC) systems. The receivers—such as …

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

S Swaminathan, NR Raajan - Multimedia Tools and Applications, 2024 - Springer
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 …

Time-Delay Twin Support Vector Regression-Based Adaptive Predistorter for LED Nonlinearity in Visible Light Communications

H Zha, K Zhang, Y Jia, W Lu - IEEE Access, 2023 - ieeexplore.ieee.org
In visible light communication (VLC) systems based on light emitting diodes (LEDs), the
nonlinearity of LEDs often leads to a high bit error rate (BER), which limits the system's …

Analysis and modeling for illuminance and signal-to-noise of smart traffic information system

Y Chen, H Chen - Journal of Engineering and Applied Science, 2022 - Springer
The traffic lights using by light emitting diode (LED) are able to indicate and provide the
information about the ambient. The signal transimission performance of traffic system is …

Improvements of VLC (Visible Light Communication) Transmissions Under Illumination Constraints: Theoretical Studies and Experiments

R Le Priol - 2022 - theses.hal.science
Indoor visible light communication (VLC) networks based on light-emitting diodes (LEDs)
currently enjoy growing interest thanks in part to their robustness against interference, wide …