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Improving Spectral and Power Efficiencies of a MISO-VLC System via Hybrid Multi-Objective Optimization

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Improving Spectral and Power Efficiencies of a MISO-VLC System via Hybrid Multi-Objective Optimization

Closed access

Samenvatting

This study presents a methodology designed to optimize various parameters of each access point within a Multiple-Input Single-Output (MISO) Visible Light Communication (VLC) system. The primary objective is to enhance both power and spectral efficiencies. A MISO-VLC model is presented based on experimental evaluations and a problem formulation considering intermodulation distortions based on Orthogonal Frequency Division Multiplexing modulation. A Hybrid Multi-Objective Optimization (HMO) approach is proposed, combining the Non-Sorting Genetic Algorithm III (NSGA-III) and the Multi-objective Grey Wolf Optimization (MOGWO). The proposed HMO's success was validated by a 66 % reduction in transmitted power, maintaining the Error Vector Magnitude (EVM) performance metrics even at lower power transmission levels and minimizing the guard band to its lower bound.

OrganisatieHanze
Gepubliceerd in2024 14th International Symposium on Communication Systems, Networks and Digital Signal Processing (CSNDSP)
Datum2024-08-23
TypeConferentiebijdrage
DOI10.1109/CSNDSP60683.2024.10636456
TaalEngels

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