An Artificial Intelligence-based Error Correction for Optical Camera Communication

被引:0
|
作者
Tung Lam Pham [1 ]
Trang Nguyen [1 ]
Minh Duc Thieu [1 ]
Huy Nguyen [1 ]
Hoan Nguyen [1 ]
Yeong Mm Jang [1 ]
机构
[1] Kookmin Univ, Dept Elect Engn, Seoul, South Korea
关键词
artificial intelligence (AI); error correction; hybrid-spatial-phase-shift-keying (HS-PSK); dimmable-spatial-8-phaseshift-keying (DS8-PSK); optical camera communication (OCC); vehicular wireless communication; IEEE; 802.15.7;
D O I
10.1109/icufn.2019.8806169
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Optical Camera Communication (OCC) is promising to be the candidate for vehicular wireless communication due to its low cost, unlicensed spectrum and safe for human. Our most recent approach is to add region-of-interest (RoI) signaling functionality for cars via either headlight or taillight using hybrid of a low-rate waveform and high-rate waveform, which is already standardized in IEEE 802.15.7 standard. However, commercialize OCC for vehicular communication still be challenging work. In this paper, we proposed a novel error correction method based on the most trending technology artificial intelligence (AI) to deal with the various existing issues in the communication channel. The simulation for analyzing the performance of a new method in enhancing the performance of the communication system also be provided
引用
收藏
页码:137 / 140
页数:4
相关论文
共 50 条
  • [11] Artificial Intelligence-based Assistants (AIA)
    Schmidt, Rainer
    Alt, Rainer
    Zimmermann, Alfred
    Proceedings of the Annual Hawaii International Conference on System Sciences, 2021, 2020-January : 4021 - 4023
  • [12] Surveys in artificial intelligence-based technologies
    Tsihrintzis, George A.
    Virvou, Maria
    Phillips-Wren, Gloria
    INTELLIGENT DECISION TECHNOLOGIES-NETHERLANDS, 2019, 13 (04): : 393 - 394
  • [13] Correction to: Accuracy of artificial intelligence-based segmentation in maxillofacial structures: a systematic review
    Manea Alahmari
    Maram Alahmari
    Abdulmajeed Almuaddi
    Hossam Abdelmagyd
    Kumuda Rao
    Zaid Hamdoon
    Mohammed Alsaegh
    Nallan C. S. K. Chaitanya
    Shishir Shetty
    BMC Oral Health, 25 (1)
  • [14] Artificial Intelligence-based Assistants and Platforms
    Schmidt, Rainer
    Alt, Rainer
    Zimmermann, Alfred
    Proceedings of the Annual Hawaii International Conference on System Sciences, 2024, : 3957 - 3959
  • [15] Intent Defined Optical Network: Toward Artificial Intelligence-Based Optical Network Automation
    Zhan, Kaixuan
    Yang, Hui
    Li, Jun
    Zhao, Guanliang
    Wang, Bohui
    Zhang, Jie
    Yao, Qiuyan
    Zhaol, Xudong
    Yu, Ao
    Lee, Young
    2020 OPTICAL FIBER COMMUNICATIONS CONFERENCE AND EXPOSITION (OFC), 2020,
  • [16] Intent defined optical network with artificial intelligence-based automated operation and maintenance
    Hui YANG
    Kaixuan ZHAN
    Qiuyan YAO
    Xudong ZHAO
    Jie ZHANG
    Young LEE
    Science China(Information Sciences), 2020, 63 (06) : 55 - 66
  • [17] Intent defined optical network with artificial intelligence-based automated operation and maintenance
    Yang, Hui
    Zhan, Kaixuan
    Yao, Qiuyan
    Zhao, Xudong
    Zhang, Jie
    Lee, Young
    SCIENCE CHINA-INFORMATION SCIENCES, 2020, 63 (06)
  • [18] Intent defined optical network with artificial intelligence-based automated operation and maintenance
    Hui Yang
    Kaixuan Zhan
    Qiuyan Yao
    Xudong Zhao
    Jie Zhang
    Young Lee
    Science China Information Sciences, 2020, 63
  • [19] Demonstration of Intent Defined Optical Network: Toward Artificial Intelligence-Based Optical Network Automation
    Zhan, Kaixuan
    Yang, Hui
    Li, Jun
    Zhao, Guanliang
    Wang, Bohui
    Zhang, Jie
    2020 16TH INTERNATIONAL WIRELESS COMMUNICATIONS & MOBILE COMPUTING CONFERENCE, IWCMC, 2020, : 874 - 877
  • [20] A Dual-Kernel Computational Framework for Artificial Intelligence-Based Indoor Communication Analysis
    Tan, Kangbo
    Lu, Yingmei
    Zhao, Ziwen
    Wang, Dongsheng
    Chen, Bo
    IEEE ANTENNAS AND WIRELESS PROPAGATION LETTERS, 2023, 22 (12): : 2984 - 2987