LED通信中利用蚁群算法优化光功率
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(1.重庆邮电大学 工业物联网与网络化控制教育部重点实验室,重庆 400065; 2.重庆邮电 大学 信号处理重点实验室,重庆 400065)

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陈勇(1963-),男,四川人,博士,教授, 主要从事ELD通信与光传感及测量技术研究.

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国家自然科学基金(61275077)资助项目 (1.重庆邮电大学 工业物联网与网络化控制教育部重点实验室,重庆 400065; 2.重庆邮电 大学 信号处理重点实验室,重庆 400065)


Received optical power optimization based on ant colony algorithm for LED commun ications
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1.Key Laboratory of Industrial Internet of Things& Network Control,MOE,Chongqing University of Posts and Telecommunications,Chongqing 400065,China; 2.Chongqing Key Laboratory of Signal and Information Processing,Chongqing University of Posts and Telecommunications,Chongqing 400065,China

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    摘要:

    室内可见光通信(VLC)的多光源阵列对称放置在房 间的天花板上,光从LED光源出发经过直射、反射到达接收机端,在同一 接收平面用户的接收光功率和照明强度不相等致使不能享受同等的通信服务质量,难以保证 通信的公平性。针对通信系 统中光源放置位置导致接收平面的接收光功率和照明强度分布由房间中心向周围快速衰减的 问题,通过在4×4LED发射阵列 端配备功率调节因子,利用蚁群算法建立与接收光功率和照明强度相对应的节点和路径 的模型,提出使用方差作为评价 接收光功率和照明强度均匀化的目标函数,构建能见度表达式据此推导出状态转移概率公 式,并根据LED发射阵列和接收机 位置对称的要求选取一组优化功率调节因子值。仿真结果表明,接收光功率和照 明强度的方差分别从优化前的168252和653742降低到优化后的19.2663和74.8592,接收平面接收光功率 和照明强度分布不均匀性得到明显改善。

    Abstract:

    Because in indoor visible light communication (VLC) multiple light sources in ar ray are symmetrically placed on the ceiling of the room, light travels from the light source to the receiver through the direct light and reflection.The user receiving light power and illumination intensity of the same receiving plane are not equal,so it is difficult to e nsure the fairness of communication.In the indoor visible light communication system,light source position leads to the problem of the di stributions of receiving light power and illumination intensity which fast decay from center to edge.To solve the problem we equip th e 4×4LED array transmitter with power adjustment factor,take advantage of ant colony algorithm to model the nodes and paths of receiving light power and illumination intensity,and then set variance as the objective functio n to evaluate homogenization.Based on the established visibility equations,we deduce probability equations of state transition.Final ly,according to symmetrical positions of LED emitter array and receiver,we select a set of optimized power adjustment factors.The si mulation results show that the variance of receiving light power decreases from 168252to 19.2663and illumination intensity decrease s from 653724to 74.859 2,which improves the uneven distribution significantly.Hence,the method proposed in this paper can optimize power coverage and improve the service quality of in door LED communications.

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陈勇,尹辉,刘焕淋,李逸超. LED通信中利用蚁群算法优化光功率[J].光电子激光,2015,26(3):462~467

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  • 收稿日期:2014-12-05
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  • 在线发布日期: 2015-04-26
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