摘要
针对标准粒子群优化(PSO)算法后期迭代效率不高和容易陷入局部极值问题,提出了一种基于变异机制的局部粒子群优化(VL-PSO,varied local particle swarm optimization)算法。在单信道100 Gbit/s光传输系统中,以VL-PSO算法作为逻辑控制算法,进行二阶偏振模色散(PMD)归零(RZ)码自适应补偿实验。结果表明,搜索补偿后,眼图张开度明显增大,平均搜索补偿时间为1.650 ms;并且VL-PSO算法能够实时跟踪补偿PMD的变化,跟踪时间小于0.431 ms。
Because of low iterative efficiency and dropping into local optimum easily of the standard parti- cle swarm optimization (PSO) algorithm the varied local particle swarm optimization (VLPSO) is pro- posed based on variation mechanism. In 100 Gbit/s optical transmission system, the second-order polari- zation mode dispersion (pMI)) return-to-zero (RZ) coding adaptive compensation experiment is per- formed based on VLPSO algorithm for logic control. The results show that after searching compensa- tion,the opening of eye diagrams is enhanced obviously and the average searching compensation time is 1. 650 ms. The VLPSO algorithm can follow and compensate the small change of PMD,whose tracking compensation time is less than 0.431 ms.
出处
《光电子.激光》
EI
CAS
CSCD
北大核心
2013年第7期1316-1321,共6页
Journal of Optoelectronics·Laser
基金
国家自然科学基金(61047033)
山东省自然科学基金(ZR2010FM043)资助项目
关键词
光纤通信
改进的粒子群优化(PSO)算法
变异机制
偏振模色散(PMD)自适应补偿
optic fiber communication
improved particle swarm optimization (PSO) algorithm
variationmechanism
polarization mode dispersion (PMD) adaptive compensation