• Chinese Journal of Lasers
  • Vol. 42, Issue 11, 1105002 (2015)
Guan Weipeng1、*, Wen Shangsheng1、2, Huang Weiming1、2, Chen Yingcong1、2, and Zhang Guanghui1
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • show less
    DOI: 10.3788/cjl201542.1105002 Cite this Article Set citation alerts
    Guan Weipeng, Wen Shangsheng, Huang Weiming, Chen Yingcong, Zhang Guanghui. Research on Visible Light Communication Receiving System Based on Artificial Neural Networks[J]. Chinese Journal of Lasers, 2015, 42(11): 1105002 Copy Citation Text show less
    References

    [1] Tang Danying, Li Honglei, Chen Xiongbin, et al.. Effects of detector′s nonlinearity on frequency response of visible light communication system[J]. Chinese J Lasers, 2014, 41(4): 0405002.

    [2] M Kavehrad. Sustainable energy-efficient wireless applications using light[J]. IEEE Communications Magazine, 2010, 48(12): 66-73.

    [3] Fu Hongshuang, Zhu Yijun. Analysis of the correlation of optical multiple-input multiple-output channel using white LED lighting in indoor line of sight environments[J]. Acta Optica Sinica, 2013, 33(9): 0906002.

    [4] Moreira A J C, Valadas R T, Oliveira Duarte de A M. Optical interference produced by artificial 1ight[J]. Wireless Networks, 1997, 3 (2): 131-140.

    [5] Paul Anthony Haigh, Zabih Ghassemlooy, Sujan Rajbhandari, et al.. Visible light communications: 170 Mb/s using an artificial neural network equalizer in a low bandwidth white light configuration[J]. J Lightwave Technol, 2014, 32(9): 1807-1813.

    [6] Zhang Jiankun, Yang Yu, Chen Hongda. Modulation scheme analysis of indoor visible light communications[J]. Chinese J Lasers, 2011, 38(4): 0405003.

    [7] Azhar A H, Tran T A, O′Brien D, et al.. Demonstration of High- Speed Data Transmission Using MIMO- OFDM Visible Light Communications[C]. 2010 IEEE Globecom Workshops Optical Wireless Communications, 2010: 1052-1056.

    [8] Chen Xueyan. Research on Doppler Diversity Reception Technology for OFDM Communications [D]. Shenyang: Shenyang Ligong University, 2012: 6-9.

    [9] Haigh Paul Anthony, Ghassemlooy Zabih, Le Minh, et al.. Exploiting equalization techniques for improving data rates in organic optoelectronic devices for visible light communications[J]. J Lightwave Technol, 2012, 30(19): 3081-3088.

    [10] Shi Xiaowei. Research on Indoor Positioning Technology Based on BP Neural Network and the Improved Centroid Algorithm[D].

    [11] Burse K, Yadav R N, Shrivastava S C. Channel equalization using neural networks: A review[J]. IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews, 2010, 40(3): 352-357.

    [12] Rajbhandari Sujan, Faith Joe, Ghassemlooy Zabih, et al.. Comparative study of classifiers to mitigate intersymbol interference in diffuse indoor optical wireless communication links[J]. Optik, 2013, 124(20): 4192-4196.

    [13] Wang Ping, Zhu Lei, Zhu Qiujun, et al.. An application of back propagation neural network for the steel stress detection based on Barkhausen noise theory[J]. NDT and E Int, 2013, 55: 9-14.

    [14] G Lera, M Pinzolas. Neighborhood based Levenberg- Marquardt algorithm for neural network training [J]. IEEE Transactions on Neural Networks, 2002, 13(5): 1200-1203.

    [15] Kahn J M, Barry J R. Wireless Infrared Communications[C]. Proc IEEE, 1997, 85(2): 265-298.

    [16] Behera L, Kumar S, Patnaik A. On adaptive learning rate that guarantees convergence in feedforward networks[J]. IEEE Transactions on Neural Networks, 2009, 17(5): 1116-1125.

    [17] Haykin S. Neural networks: A comprehensive foundation[J]. Inform Process Manag, 1999, 31(5): 785-786. Beijing: Beijing University of Technology, 2012: 29-31.

    CLP Journals

    [1] Guan Weipeng, Wu Yuxiang, Wen Shangsheng, Chen Yingcong, Chen Hao. Indoor Positioning Technology of Visible Light Communication Based on CDMA Modulation[J]. Acta Optica Sinica, 2016, 36(11): 1106006

    [2] Song Xiaoqing, Jia Shengjie, Zhao Zixu, Wei Youcai. Fixed Length Dual Duration Digital Pulse Interval Modulation for Visible Light Communications[J]. Laser & Optoelectronics Progress, 2016, 53(11): 110601

    [3] WU Xing-bang, WEN Shang-shen, HUA Jun. High Precision 3D Positioning System Design Using Visible Light Communication Based On Ant Colony Algorithm[J]. Acta Photonica Sinica, 2017, 46(12): 1206004

    Guan Weipeng, Wen Shangsheng, Huang Weiming, Chen Yingcong, Zhang Guanghui. Research on Visible Light Communication Receiving System Based on Artificial Neural Networks[J]. Chinese Journal of Lasers, 2015, 42(11): 1105002
    Download Citation