Abstract
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.
| Original language | English |
|---|---|
| Title of host publication | 2024 14th International Symposium on Communication Systems, Networks and Digital Signal Processing (CSNDSP) |
| Publisher | Institute of Electrical and Electronics Engineers |
| Pages | 545-550 |
| Number of pages | 6 |
| ISBN (Print) | 979-8-3503-4875-0 |
| DOIs | |
| Publication status | Published - 23 Aug 2024 |
| Event | 2024 14th International Symposium on Communication Systems, Networks and Digital Signal Processing (CSNDSP) - Rome, Italy Duration: 17 Jul 2024 → 19 Jul 2024 |
Conference
| Conference | 2024 14th International Symposium on Communication Systems, Networks and Digital Signal Processing (CSNDSP) |
|---|---|
| Period | 17/07/24 → 19/07/24 |
Keywords
- MISO communication
- modulation
- OFDM
- power transmission
- receivers
- spectral efficiency
- vectors
- optimization
- orthogonal frequency division multiplexing
- visible light communication