• Home
  • Search
  • Signal recovery in optical wireless communication using photonic convolutional processor.
  • Cite Icon7
  • https://doi.org/10.1364/oe.464657Copy DOI Icon

Signal recovery in optical wireless communication using photonic convolutional processor.

Show More
  • Abstract
  • Literature Map
  • References
  • Citations
  • Similar Papers
Abstract

Deep neural networks (DNNs) have been applied to recover signals in optical communication systems and have shown competence of mitigating linear and nonlinear distortions. However, as the data throughput increases, the heavy computational cost of DNNs impedes them from rapid and power-efficient processing. In this paper, we propose an optical communication signal recovery technology based on a photonic convolutional processor, which is realized by dispersion delay unit and wavelength division multiplexing. Based on the photonic convolutional processor, we implement an optoelectronic convolutional neural network (OECNN) for signal post-equalization and experimentally demonstrate on 16QAM and 32QAM of an optical wireless communication system. With system parameters optimization, we verify that the OECNN can achieve accurate signal recovery where the bit error ratio (BER) is below the 7% forward error correction threshold of 3.8×10-3 at 2Gbps. With adding the OECNN-based nonlinear compensation, compared with only linear compensation, we improve the quality (Q) factor by 3.35 dB at 16QAM and 3.30 dB at 32QAM, which is comparable to that of an electronic neural network. This work proves that the photonic implementation of DNN is promising to provide a fast and power-efficient solution for optical communication signal processing.

Similar Papers
  • Research Article

Guest Editorial

  • Oct 01, 2017
  • IET Optoelectronics
  • A.C Boucouvalas +1
  • Conference Article
  • Citations2

Symbol Detection and Channel Estimation using Neural Networks in Optical Communication Systems

  • May 01, 2019
  • Ahmed Aboutaleb +3
  • Research Article
  • Citations279

A silicon photonic–electronic neural network for fibre nonlinearity compensation

  • Nov 01, 2021
  • Nature Electronics
  • Chaoran Huang +14
  • Research Article
  • Citations23

Symmetrical Full-Duplex Integrated Passive Optical Network and Optical Wireless Communication Transmission System

  • Jun 19, 2015
  • Journal of Optical Communications and Networking
  • Yuanquan Wang +2
  • Conference Article
  • Citations2

Carrier phase recovery in optical fiber communication systems using high-order modulation formats

  • Oct 09, 2021
  • Yunfan Zhang +6
  • Research Article
  • Citations28

Compact latching-type single-mode-fiber switches fabricated by a fiber-micromachining technique and their practical applications

  • Jan 01, 1999
  • IEEE Journal of Selected Topics in Quantum Electronics
  • S Nagaoka
  • Research Article

Scalable Inter-Satellite Optical Wireless Communication Based on CWDM and EDFAs for 6G and NTN Backhaul

  • Jun 30, 2025
  • Journal of Wireless Mobile Networks, Ubiquitous Computing, and Dependable Applications
  • Sara Alshwani +2
  • Research Article

使用调制相移法测量光纤色散的研究

  • Jan 01, 2012
  • Optoelectronics
  • 曦 张
  • PDF
  • Research Article
  • Citations2

Bit Error Performance of APD and SPAD Receivers in Optical Wireless Communication

  • Nov 09, 2021
  • Electronics
  • Hiwa Mahmoudi +1
  • Conference Article

Integration of FEC Channel-coding Schemes Based on the Bose-Chaudhuri-Hocquenghem (BCH) Code for WDM Fiber Optical Communication Systems

  • Dec 01, 2019
  • Svitlana Matsenko +2
  • PDF
  • Research Article
  • Citations29

Beam-steering metasurfaces assisted coherent optical wireless multichannel communication system.

  • Jul 17, 2023
  • Nanophotonics (Berlin, Germany)
  • Jin Tao +13
  • Conference Article
  • Citations1

Accuracy of EGN model in ultra-wideband optical fiber communication systems

  • Oct 09, 2021
  • Zheng Liu +6
  • Conference Article
  • Citations1

Ultra-broadband optical wireless communication system with single channel imaging receiver and multi-mode fiber for personal area networks

  • Sep 01, 2012
  • Ke Wang +3
  • Conference Article
  • Citations5

Performance of current digital pulse modulation schemes for optical wireless communications

  • Jan 01, 2006
  • Hongxing Wang +4
  • Book Chapter

Performance Analysis of ISOWC Link Considering Different Modulation Schemes

  • Jan 01, 2021
  • Naina Dahiya +2
Cactus Communications logo

Copyright 2026 Cactus Communications. All rights reserved.