Adaptive Optimization of Diffuse Spot Intensities and Locations for Enhanced Performance in Indoor Visible Light Optical Wireless Communications
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This study explores the application of JAYA optimization algorithms to significantly enhance the performance of indoor optical wireless communication (OWC) systems. By strategically optimizing photo-signal parameters, the system was able to improve signal distribution and reception within a confined space using circular and randomly positioned diffuse spots. The primary objective was to maximize signal-to-noise ratio (SNR) and minimize delay spread (DS), two critical factors affecting transmission quality in OWC systems. Given the challenges posed by background noise and multi-path dispersion, an effective optimization strategy was essential to ensure robust signal integrity at the receiver end. Key Achievements of JAYA Optimization include significant performance Gains are 29% improvement in SNR, enhancing signal clarity and reception, and 23.3% reduction in delay spread, ensuring stable and efficient transmission. There was also improved System Stability, with the Standard deviation of SNR improved by up to 5%, leading to more consistent performance, and the Standard deviation of delay spread improved by up to 9.9%, minimizing variations across receivers. Resilience against Environmental Challenges: Optimization proved effective even in the presence of ambient light noise and complex multipath dispersion effects, reinforcing its adaptability in real-world applications. The findings of this study confirm that JAYA optimization algorithms offer a powerful solution for overcoming noise and dispersion issues in indoor OWC systems, leading to more reliable and high-quality optical wireless communications. These results underscore the importance of algorithmic precision in enhancing system performance, paving the way for further advancements in indoor optical networking technologies.