Joint interframe separation and gamma correction for asynchronous optical camera communication systems based on high-order statistics

被引:2
|
作者
Wang, Zhe [1 ,2 ]
Han, Jinghang [1 ]
Liang, Jialong [1 ]
Zhang, Lihua [1 ,2 ]
机构
[1] Fudan Univ, Acad Engn & Technol, Shanghai 200433, Peoples R China
[2] Minist Educ, Engn Res Ctr AI & Robot, Shanghai 200433, Peoples R China
基金
中国国家自然科学基金; 中国博士后科学基金;
关键词
All Open Access; Gold;
D O I
10.1364/OE.519199
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Optical camera communication (OCC), which is enabled by large-scale light -emitting diodes (LEDs) arrays and image -sensor (IS) based cameras, has garnered significant attention from both researchers and industries. Existing OCC synchronization techniques typically rely on either super-Nyquist sampling or on computationally expensive asynchronous recovery algorithms to relax the required camera frame rate. In this paper, we propose a kurtosis -based asynchronous interference cancellation (K-AIC) algorithm, enabling the estimation for both the asynchronous interframe overlapping ratios and nonlinear Gamma distortion levels for each grayscale frame captured by camera. Through comprehensive numerical simulations, we demonstrate that the K-AIC algorithm exhibits low computational complexity, unique global optimum, high reliability and robust performance in mitigating asynchronous -induced bit errors across diverse scenarios. Short-range OCC experiment shows that the K-AIC scheme can effectively compensate for both interframe overlapping and Gamma distortions in a plesiochronous reception scenario, resulting in a Q -factor enhancement of approximately 12 dB with fluctuations of less than 1 dB. Consequently, the system achieves a net data rate of around 200 kbps. (c) 2024 Optica Publishing Group under the terms of the Optica Open Access Publishing Agreement
引用
收藏
页码:14808 / 14825
页数:18
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