INFRARED, Volume. 46, Issue 6, 34(2025)

Bandwidth-Limited Sub-THz 1024-QAM Transmission Based on Delta-Sigma Modulation and Complex-Valued Neural Network Equalization

Yuan MA, Jian-yu LONG, Si-cong XU, and Wen ZHOU*
Author Affiliations
  • Key Laboratory for Information Science of Electromagnetic Waves (Ministry of Education), Fudan University, Shanghai 200433, China
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    References(10)

    [1] [1] Kawanishi T. THz and Photonic Seamless Communications[J].Journal of Lightwave Technology, 2019,37(7): 1671-1679.

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    [3] [3] Li X, Yu J, Chang G K. Photonics-Aided Millimeter-Wave Technologies for Extreme Mobile Broadband Communications in 5G[J].Journal of Lightwave Technology, 2020,38(2): 366-378.

    [4] [4] Li X, Yu J, Zhao L, et al. 132-Gb/s Photonics-Aided Single-Carrier Wireless Terahertz-Wave Signal Transmission at 450GHz Enabled by 64QAM Modulation and Probabilistic Shaping[C]. Santiago: 2019 Optical Fiber Communications Conference, 2019.

    [5] [5] Wang J, Jia Z S, Campos L A, et al. Delta-Sigma Modulation for Next Generation Fronth-aul Interface[J].Journal of Lightwave Technology, 2019,37(12): 2838-2850.

    [6] [6] Bai K, Zou D, Zhang Z, et al. Digital Mobile Fronthaul Based on Performance Enhanced Multi-Stage Noise-Shaping Delta-Sigma Modulator[J].Journal of Lightwave Technology, 2021,39(2): 439-447.

    [7] [7] Zhong L, Zou Y, Zhang S, et al. An SNR-improved transmitter of delta-sigma modulation supported ultra-high-order QAM signal for fronthaul/WiFi applications[J].Journal of Lightwave Technology, 2022,40(9): 2780-2790.

    [8] [8] Xu T, Xu T, Darwazeh I. Deep Learning for Interference Cancellation in Non-Orthogonal Signal Based Optical Communication Systems[C]. Xiamen: 2019 Photonics & Electromagnetics Research Symposium, 2019.

    [9] [9] Zhou W, Shi J, Zhao L, et al. Comparison of Real- and Complex-Valued NN Equalizers for Photonics-Aided 90-Gbps D-band PAM-4 Coherent Detection[J].Journal of Lightwave Technology, 2021,39(21): 6858-6868.

    [10] [10] Tu Y, Lin Y, Hou C, et al. Complex-Valued Networks for Automatic Modulation Classification[J].IEEE Transactions on Vehicular Technology, 2020,69(9): 10085-10089.

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    MA Yuan, LONG Jian-yu, XU Si-cong, ZHOU Wen. Bandwidth-Limited Sub-THz 1024-QAM Transmission Based on Delta-Sigma Modulation and Complex-Valued Neural Network Equalization[J]. INFRARED, 2025, 46(6): 34

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    Paper Information

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    Received: Sep. 9, 2024

    Accepted: Jul. 3, 2025

    Published Online: Jul. 3, 2025

    The Author Email: ZHOU Wen (zwen@fudan.edu.cn)

    DOI:11.3969/j.issn.1672-8785.2025.06.005

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