中国光学(中英文)2025,Vol.18Issue(4):784-793,10.DOI:10.37188/CO.2025-0028
面向自由空间光通信波前校正的改进模拟退火算法
Improved simulated annealing algorithm for wavefront correction in free-space optical communication
摘要
Abstract
To compensate for atmospheric turbulence-induced wavefront distortion in coherent free-space op-tical communication,we develop an adaptive optical system based on the improved simulated annealing al-gorithm.The system seeks to optimize mixing efficiency and reduce the bit error rate,ultimately enhancing overall system performance.First,we describe the structure of a coherent optical communication system without a wavefront adaptive optics component,focusing on key parameters such as mixing efficiency and bit error rate.Next,the paper implements a detailed explanation of the working principles of the improved simulated annealing algorithm and its application in adaptive optical systems.To validate the proposed al-gorithm's effectiveness,numerical simulations are performed and compared against traditional algorithms.Fi-nally,real-world data is collected from an experimental platform to further assess the algorithm's perform-ance.Experimental results demonstrate that,in comparison to the standard simulated annealing algorithm,the improved simulated annealing algorithm reduces the iteration count by 50%,decreases the bit error rate to 10-9,and increases the mixing efficiency to 0.9.Overall,the improved simulated annealing algorithm effect-ively reduces the iteration count in traditional adaptive optical systems,enhances wavefront correction accur-acy,and satisfies communication system requirements.关键词
波前校正/自适应光学/无波前传感/混频效率/误码率Key words
wavefront correction/adaptive optics/wavefront sensor-less/mixing efficiency/bit error rate分类
数理科学引用本文复制引用
李洪利,刘欣悦,杜博军,曹景太,张恒..面向自由空间光通信波前校正的改进模拟退火算法[J].中国光学(中英文),2025,18(4):784-793,10.基金项目
国家重点研发计划(No.2023YFB3905703) (No.2023YFB3905703)
吉林省科技发展计划项目(No.20210101468JC) (No.20210101468JC)
中国科学院海洋大科学研究中心重点部署项目(No.COMS2020J09)Supported by the National Key Research and Development Program of China(No.2023YFB3905703) (No.COMS2020J09)
Science and Technology Development Project of Jilin Province,China(No.20210101468JC) (No.20210101468JC)
the Key De-ployment Project of Centre for Ocean Mega-Research of Science,Chinese Academy of Sciences(No.COMS2020J09) (No.COMS2020J09)