RL based optical intensity optimization
收藏IEEE2026-04-17 收录
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https://ieee-dataport.org/documents/rl-based-optical-intensity-optimization
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资源简介:
This dataset supports the experimental study titled \Beam Intensity Optimization for Free-Space Optical Links Using Reinforcement Learning under Thermal Turbulence Conditions.\It contains recorded analog intensity signals measured at the receiver side of a laboratory free-space optical (FSO) communication link under controlled thermal turbulence. The signals were collected using a Thorlabs PDA05CF2 photodetector and a Measurement Computing USB-1408FS DAQ system at a 10\u202fkHz sampling rate.The beam was phase-shaped using a HOLOEYE ERIS-1.1 reflective spatial light modulator (SLM) based on parameters updated by a TD3 reinforcement learning agent.This dataset enables the analysis of beam quality fluctuations, the estimation of the refractive index structure parameter Cn2, and the evaluation of reinforcement learning performance in adaptive optics systems.
提供机构:
Erfan Seifi



