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"Best Power Allocation Ratios dataset based on NSGA-II"

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DataCite Commons2026-01-04 更新2026-05-03 收录
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资源简介:

"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."

提供机构:
IEEE DataPort
创建时间:
2026-01-04
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