"Best Power Allocation Ratios dataset based on NSGA-II"
Abstract
"This study proposes a multi-objective optimization framework for FSO\/RF hybrid link systems, focusing on minimizing the average bit error rate (BER) and maximizing average channel capacity. Utilizing the NSGA-II algorithm, the optimal power allocation ratio is determined through global searching. A rigorous data post-processing pipeline\u2014incorporating physical channel constraints and anomaly detection\u2014is implemented to refine the dataset and ensure high-quality model training. The resulting dataset establishes a comprehensive mapping between meteorological input features (e.g., precipitation, visibility), link performance metrics, and the optimal power allocation ground truth \u03bc providing a robust foundation for reliable communication link decision-making."
Publication details
- Journal / source
- IEEE DataPort
- Publication date
- 4 January 2026
- Document type
- Dataset