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基于高阶统计量的异步光学相机通信系统的联合帧间分离与伽马校正

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

作者信息

Wang Zhe, Han Jinghang, Liang Jialong, Zhang Lihua

出版信息

Opt Express. 2024 Apr 8;32(8):14808-14825. doi: 10.1364/OE.519199.

Abstract

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.

摘要

基于大规模发光二极管(LED)阵列和图像传感器(IS)相机实现的光学相机通信(OCC),已引起研究人员和行业的广泛关注。现有的OCC同步技术通常依赖超奈奎斯特采样或计算成本高昂的异步恢复算法来放宽所需的相机帧率。在本文中,我们提出了一种基于峰度的异步干扰消除(K-AIC)算法,该算法能够估计相机捕获的每个灰度帧的异步帧间重叠率和非线性伽马失真水平。通过全面的数值模拟,我们证明了K-AIC算法在减轻不同场景下异步引起的误码方面具有低计算复杂度、独特的全局最优性、高可靠性和稳健性能。短距离OCC实验表明,K-AIC方案能够在准同步接收场景中有效补偿帧间重叠和伽马失真,使Q因子提高约12 dB,波动小于1 dB。因此,该系统实现了约200 kbps的净数据速率。

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