• Optical Communication Technology
  • Vol. 48, Issue 2, 28 (2022)
LIN Zhu, WANG Xudong, and WU Nan
Author Affiliations
  • [in Chinese]
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    DOI: 10.13921/j.cnki.issn1002-5561.2022.02.006 Cite this Article
    LIN Zhu, WANG Xudong, WU Nan. Realization of multi-pulse position modulation based on autoencoder[J]. Optical Communication Technology, 2022, 48(2): 28 Copy Citation Text show less
    References

    [1] SUGIYAMA H, NOSU K. MPPM: A method for improving the band Utilization efficiency in optical PPM[J]. Journal of Lightwave Technology, 1989,7(3): 465-472.

    [2] JOSE L H R, GONZALEZ N G, ALVAREZ J C G. Experimental validation of Inverse MPPM modulation for dimming control and data transmission in visible light communications[J]. IEEE Latin America Transactions, 2021, 19(2): 280-287.

    [3] SONG J, CAO T, ZHANG H. Performance analysis of a low-complexity nonorthogonal multiple access scheme in visible light communication downlinks using pulse modulations[J]. IEEE Intelligent and Converged Networks, 2021, 2(1): 50-65.

    [4] LI A, WANG W, WANG P, et al. SER performance investigation of a MPPM relay-aided FSO system with three decision thresholds over EW fading channel considering pointing errors[J]. Optics Communications, 2021, 487(4): 126803-126811.

    [5] WANG T, HAO Z, LI H, et al. Error rate performance of differential multi-pulse position modulation[J]. Cluster and Computing, 2019, 229(22): 14615-14623.

    [8] OSHEA T, HOYDIS J. An introduction to deep learning for the physical layer[J]. IEEE Transactions on Cognitive Communications & Networking, 2017, 3(4): 563-575.

    [9] KIM H, JIANG Y, RANA R, et al. Communication algorithms via deep Learning[C]//6th International Conference on Learning Representations(ICLR), April 30-May 3, 2018, Vancouver, USA. Ithaca: arXiv, 2018: 24-42.

    [10] SEBASTIAN D, SEBASTIAN C, JAKOB H, et al. Deep learning based communication over the air[J]. IEEE Journal of Selected Topics in Signal Processing, 2018, 12(1): 132-143.

    [11] AOUDIA F A, JAKOB H. End-to-End learning of communications systems without a channel model[C]//52nd Asilomar Conference on Signals, Systems, and Computers, October 28-31, 2018, Pacific Grove, USA. Piscataway: IEEE, 2019: 28-31.

    [12] ZHANG H, ZHANG L, JIANG Y. Overfitting and underfitting analysis for deep learning based end-to-end communication systems[C]//11th International Conference on Wireless Communications and Signal Processing(WCSP), October 23-25, 2019, Xi'an, China. Piscataway: IEEE, 2019: 23-25.

    [14] PRITIG P, MONETTE H K, AHMED F H. Visible light communication using deep learning techniques[C]//39th Sarnoff Symposium, September 24-25, 2018, Newark, USA. Piscataway: IEEE, 2018: 1-6.

    [15] HOON L, INKYU L, TONY Q S Q, et al. Binary signaling design for visible light communication: a deep learning framework[J]. Optics Express, 2018, 26(14): 18131-18143.

    [16] ULKAR M G, BAYKAS T, PUSANE A E. VLCnet: Deep learning based end-to-end visible light communication system[J]. Journal of Lightwave Technology, 2020, 38(21): 5937-5948.