Integrated data detection and video restoration for optical camera communications

被引:1
|
作者
Ximenes, Leandro R. [1 ]
Laredo, Bruno A. [1 ]
Arthur, Rangel [1 ]
机构
[1] State Univ Campinas UNICAMP, R Paschoal Marmo 1888, BR-13484332 Limeira, SP, Brazil
关键词
Optical wireless communication; Signal processing; Camera; Video signal processing; DECOMPOSITION; REQUIREMENTS; UNIQUENESS;
D O I
10.1016/j.dsp.2023.104192
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Optical Camera Communication (OCC) technology enables the use of Image Sensors (IS) with Visible Light Communications (VLC), one of the key technologies for the Sixth Generation (6G) of mobile communications. For Screen-to-Camera (S2C) applications in which Light-Emitting Diode (LED) screens modulate information symbols onto video pixels, increasing either the (transmitted) image resolution or frame rate may have a negative effect on the bit error performance and visual quality of OCC-encoded videos. This work proposes a novel OCC/S2C coding approach that lets both symbol transmission and video quality can be improved simultaneously. For this dual task, a Parallel Factor Analysis (PARAFAC) decomposition is applied for the first time in the literature to model an OCC system. In addition to validating the correct formulation of the proposed models, hypotheses, and algorithms, computational simulations demonstrate that increasing the number of video frames can result in time diversity gains. In accordance with the parameters of the system, this work also addresses the practical aspects of data rate, data volume, and computational complexity of the receiver. & COPY; 2023 Elsevier Inc. All rights reserved.
引用
收藏
页数:12
相关论文
共 50 条
  • [1] Non-Blind Image Restoration Technique in Screen-to-Camera based Optical Camera Communications
    Yokar, Vaigai Nayaki
    Hoa Le-Minh
    Alves, Luis Nero
    Zvanovec, Stanislav
    Woo, Wai Lok
    Ghassemlooy, Zabih
    [J]. 2024 7TH INTERNATIONAL BALKAN CONFERENCE ON COMMUNICATIONS AND NETWORKING, BALKANCOM, 2024, : 101 - 106
  • [2] DYNAMIC QUALITY AND CONGESTION CONTROL FOR INTEGRATED VIDEO AND DATA COMMUNICATIONS
    ISHIBASHI, Y
    TASAKA, S
    [J]. HIGH PERFORMANCE NETWORKING, V, 1994, 26 : 151 - 165
  • [3] INTEGRATED VIDEO CONTENT ANALYSIS USING MULTIPLE UNCALIBRATED VIDEO CAMERA FOR LOITERING DETECTION
    Prevost, Valentin
    Tou, Jing Yi
    Lau, Phooi Yee
    [J]. 4TH INTERNATIONAL CONFERENCE ON SOFTWARE TECHNOLOGY AND ENGINEERING (ICSTE 2012), 2012, : 619 - 623
  • [4] Trained neurons-based motion detection in optical camera communications
    Teli, Shivani
    Cahyadi, Willy Anugrah
    Chung, Yeon Ho
    [J]. OPTICAL ENGINEERING, 2018, 57 (04)
  • [5] Transition-based Data Decoding for Optical Camera Communications Using a Rolling Shutter Camera
    Kim, Byung Wook
    Lee, Ji-Hwan
    Jung, Sung-Yoon
    [J]. CURRENT OPTICS AND PHOTONICS, 2018, 2 (05) : 422 - 430
  • [6] Radiometric and Geometric Camera Model for Optical Camera Communications
    Ifthekhar, Md. Shareef
    Hossain, M. Arif
    Hong, C. Hyun
    Jang, Yeong Min
    [J]. 2015 SEVENTH INTERNATIONAL CONFERENCE ON UBIQUITOUS AND FUTURE NETWORKS, 2015, : 53 - 57
  • [7] Design of Streaming Data Transmission Using Rolling Shutter Camera-Based Optical Camera Communications
    Kim, Byung Wook
    Yoo, Jong-Ho
    Jung, Sung-Yoon
    [J]. ELECTRONICS, 2020, 9 (10) : 1 - 9
  • [8] Synchronization Issue for Optical Camera Communications
    Le, Nam-Tuan
    Le, Thithanhnhan
    Trang Nguyen
    Jang, Yeong Min
    [J]. 2015 SEVENTH INTERNATIONAL CONFERENCE ON UBIQUITOUS AND FUTURE NETWORKS, 2015, : 220 - 224
  • [9] Detection of pointing errors with CMOS-based camera in intersatellite optical communications
    Yu, SY
    Ma, J
    Tan, LY
    [J]. Advanced Materials and Devices for Sensing and Imaging II, 2005, 5633 : 287 - 294
  • [10] OPTICAL CIRCUITS INTEGRATED IN OPTICAL COMMUNICATIONS
    RIGHINI, GC
    RUSSO, V
    SOTTINI, S
    [J]. ALTA FREQUENZA, 1978, 47 (03): : 155 - 158