基于广义回归神经网络的CO-OFDM系统非线性均衡 下载: 1165次
吴金达, 卢瑾, 任宏亮, 覃亚丽, 郭淑琴, 胡卫生. 基于广义回归神经网络的CO-OFDM系统非线性均衡[J]. 光学学报, 2018, 38(9): 0906002.
Jinda Wu, Jin Lu, Hongliang Ren, Yali Qin, Shuqin Guo, Weisheng Hu. Nonlinear Equalizer Based on General Regression Neural Network in Coherent Optical OFDM System[J]. Acta Optica Sinica, 2018, 38(9): 0906002.
[2] Armstrong J. OFDM for optical communications[J]. Journal of Lightwave Technology, 2009, 27(3): 189-204.
[4] 杨奇, 余少华. 兆兆比特每秒(Tb/s)级相干光OFDM超长距离传输[J]. 科学通报, 2014, 59(16): 1497-1507.
[5] 陈锦妮, 柯熙政. 基于副载波外差检测的副载波-正交频分复用系统误码性能研究[J]. 光学学报, 2016, 36(2): 0206001.
[6] 刘剑飞, 王少影, 曾祥烨, 等. 基于群智能算法的光OFDM系统PAPR抑制[J]. 光学学报, 2017, 37(1): 0106006.
[7] 张帅, 白成林, 罗清龙, 相干光, 等. OFDM 系统中 MMSE 信道估计研究[J]. 光电子·激光, 2013, 24(3): 508-513.
Zhang S, Bai C L, Luo Q L, et al. Optimization of channel estimation for coherent optical OFDM systems with MMSE method[J]. Journal of Optoelectronics·Laser, 2013, 24(3): 508-513.
[8] 童峥嵘, 郭尊礼, 曹晔, 等. 小波包变换对CO-OFDM系统高峰均比的抑制性能研究[J]. 光子学报, 2015, 44(12): 1206001.
[9] 李宝, 余建军, 何晶, 等. 相干光OFDM系统中基于导频辅助的采样时钟频率偏差估计和补偿算法[J]. 光子学报, 2015, 44(1): 0106003.
[10] 邓明亮, 易兴文, 于振明, 等. 通过恒包络调制提高相干光OFDM系统的光纤非线性容限[J]. 光电子·激光, 2013, 24(10): 1922-1929.
[12] ForozeshK, Jansen SL, RandelS, et al. The influence of the dispersion map in coherent optical OFDM transmission systems[C]∥2008 IEEE/LEOS Summer Topical Meetings, July 21-23, 2008, Acapulco, Mexico. New York:IEEE, 135- 136.
[15] 郝耀鸿, 李玉权, 王荣, 等. 一种基于限幅的降低相干光OFDM系统非线性效应的方法[J]. 电路与系统学报, 2012, 17(5): 115-119.
[16] 郝耀鸿, 李玉权, 王荣. 一种降低相干光OFDM系统非线性效应的方法[J]. 光电子技术, 2011, 31(1): 46-49.
[17] Lu CH, Feng K M. Reduction of high PAPR effect with FEC enhanced deep data clipping ratio in an optical OFDM system[C]∥2007 Conference on Lasers and Electro-OpticsSociety, October 21-25, 2007, Lake Buena Vista, FL, USA. New York:IEEE, 941- 942.
[18] BulakciÖ, SchusterM, Bunge CA, et al. Precoding based peak-to-average power ratio reduction for optical OFDM demonstrated on compatible single-sideband modulation with direct detection[C]∥2008 National Fiber Optic Engineers Conference, February 24-28, 2008, San Diego, CA, USA. New York:IEEE, 1- 3.
[19] Krongold BS, TangY, Shieh W. Fiber nonlinearity mitigation by PAPR reduction in coherent optical OFDM systems via active constellation extension[C]∥2008 34th European Conference on Optical Communication, September 21-25, 2008, Brussels, Belgium. New York:IEEE, 1- 2.
[20] 刘剑飞, 余美龙, 曾祥烨, 等. 一种降低CO-OFDM系统PAPR改进的星座图扩展算法[J]. 光电工程, 2014, 41(10): 63-67.
[25] Jarajreh MA, RajbhandariS, GiacoumidisE, et al. Fibre impairment compensation using artificial neural network equalizer for high-capacity coherent optical OFDM signals[C]∥2014 9th International Symposium on Communication Systems, Networks & Digital Signal Processing, July 23-25, 2014, Manchester, UK. New York:IEEE, 1112- 1117.
[30] Giacoumidis E, Mhatli S. Stephens M F C, et al. Reduction of nonlinear intersubcarrier intermixing in coherent optical OFDM by a fast newton-based support vector machine nonlinear equalizer[J]. Journal of Lightwave Technology, 2017, 35(12): 2391-2397.
[32] 王萍, 陈健, 由骁迪, 等. 光相干QAM信号的弹性DAML相位估计[J]. 光学学报, 2016, 36(8): 0806007.
[33] Su IJ, Tsai CC, Sung W T. Comparison of BP and GRNN algorithm for factory monitoring[J]. Applied Mechanics and Materials, 2011, 52/53/54: 2105- 2110.
[34] 丁硕, 常晓恒, 巫庆辉. GRNN与BPNN的函数逼近性能对比研究[J]. 现代电子技术, 2014, 37(7): 114-117.
[35] 张小钒, 兰生. 基于GRNN神经网络的变压器励磁涌流识别方法[J]. 电测与仪表, 2016, 53(23): 84-89.
[36] YuR, Ke ZW, Li XL, et al. PNN and GRNN approach for fault diagnosis of steam turbine[J]. Applied Mechanics and Materials, 2012, 271/272: 1592- 1596.
[37] Rooki R. Application of general regression neural network (GRNN) for indirect measuring pressure loss of Herschel-Bulkley drilling fluids in oil drilling[J]. Measurement, 2016, 85: 184-191.
[38] 董月军, 唐英杰, 任宏亮, 等. 基于无迹卡尔曼滤波的CO-OFDM系统相位噪声补偿算法[J]. 中国激光, 2017, 44(11): 1106010.
[39] 任宏亮, 康少源, 卢瑾, 等. 大线宽相干光正交频分复用系统中盲相位噪声补偿[J]. 光学学报, 2017, 37(1): 0106005.
[40] 唐英杰, 董月军, 任宏亮, 等. 基于时频域卡尔曼滤波的CO-OFDM系统相位噪声补偿算法[J]. 光学学报, 2017, 37(9): 0906002.
吴金达, 卢瑾, 任宏亮, 覃亚丽, 郭淑琴, 胡卫生. 基于广义回归神经网络的CO-OFDM系统非线性均衡[J]. 光学学报, 2018, 38(9): 0906002. Jinda Wu, Jin Lu, Hongliang Ren, Yali Qin, Shuqin Guo, Weisheng Hu. Nonlinear Equalizer Based on General Regression Neural Network in Coherent Optical OFDM System[J]. Acta Optica Sinica, 2018, 38(9): 0906002.