个人简介
主要研究高速光纤通信系统性能监测与链路损伤均衡技术,可见光通信与定位技术,人工智能在光通信、光电传感领域的应用。主持十余项省部级以上项目,包括国家自然科学基金仪器专项、面上项目3项,国家自然科学重点基金、国家973、863重点项目子课题等。自主研制超宽带光采样示波器、可见光高精度室内定位系统。研究结果获授权发明专利21件;在IEEE Wireless Communications, Optics Express, Journal of Lightwave Technology, Photonics Technology Letters等刊物发表文章80多篇;作为第一负责人获中国仪器仪表学会科学技术二等奖。主讲本科课程《通信原理》、《光纤通信原理与技术》;承担教研教改项目1项。指导的研究生4人次获国家奖学金、3人次被评为校优秀学位论文,2人次获优秀毕业生称号。指导研究生获2016年度工信部创业大赛二等奖、第十二届“中关村青联杯”全国研究生数学建模竞赛二等奖、第三届中国“互联网+”大学生创新创业大赛北京赛区二等奖。
教育经历
1998.09-2003.07,北京大学,电子系,信息与通信系统,博士
1993.09-1997.07,吉林大学,物理系,光学,学士
工作经历
2008.01至今 北京理工大学 光电学院
2006.11-2007.12 慕尼黑工业大学 访问学者
2003.07-2006.10 北京理工大学 信息科学技术学院 光电工程系
1997.07-1998.09 扬州开普电脑公司
近期论文
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Ziyi Wang, Aiying Yang, Peng Guo. OSNR and nonlinear noise power estimation for optical fiber communication systems using LSTM based deep learning technique. Optics Express. 2018, 26(16): 21346-21357
Qingzhao Tan, Aiying Yang, Peng Guo. Blind Modulation Format Identifification Using Differential Phase and Amplitude Ratio. IEEE Photonics Journal.2019,11( 1): 7201312.
Aiying Yang, Wanli wang, Peng Guo et al. Joint Monitoring of Chromatic Dispersion, OSNR and Inter-channel Nonlinearity by LFM pilot. Optics and Laser Technology. 2019, 111: 447-451.
W. Wang, A. Yang, P. Guo, Y. Lu and Y. Qiao. Joint OSNR and Interchannel Nonlinearity Estimation Method Based on Fractional Fourier Transform. Journal of Lightwave Technology. 2017, 35 (20): 4497-4506.
Heqing Huang, Aiying Yang, Lihui Feng, Guoqiang Ni and Peng Guo. Indoor positioning method based on metameric white light sources and sub-pixels on a color image sensor. IEEE Photonics Journal. 2016, 8(6): 6806110.
Yang Aiying, Wu Yongsheng Kavehrad Mohsen, Ni Guoqiang. Grouped modulation scheme for led array module in a visible light communication system. IEEE Wireless Communications. 2015, 22(2): 24-28.
Aiying Yang, Xiangming Li, Tao Jiang. Enhancement of LED indoor communications using OPPM-PWM modulation and grouped bit-flipping decoding. Optics Express, 2012, 20 (9): 10170-10179
Yongsheng Wu, Aiying Yang, LihuiFeng, Lin Zuo, and Yu-nan Sun. Modulation based cells distribution for visible light communication. Optics Express. 2012, 20(22):24196-24208.
Aiying Yang, Junsen Lai, Yu-nan Sun. A Chirp-z-transform-based Software Synchronization Method for Optical Performance Monitoring. IEEE Photonics Technology Letters. 2011, 23(22): 1739-1741.
Aiying Yang, Xiangyu Wu, YaojunQiao, Yu-nan Sun. Bit-rate adaptive optical performance monitoring method for fiber communication systems. Optics Communications, 2011, 284(1): 436-440.