Channel Modeling, Performance Analysis, and Probabilistic Shaping for Underwater Wireless Optical Communications

Hongcheng Qiu;Zhitong Huang;Jie Xu;Mehul Motani;Yuefeng Ji
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Abstract

Recently, underwater wireless optical communication (UWOC) has emerged to support the high data rate requirements of oceanic exploration. In this paper, we propose an accurate and closed-form UWOC channel model to understand the effects of dynamic ocean environment on optical signal propagation. The model takes into account the impairments induced by oceanic path-loss, oceanic turbulence, pointing error loss and link interruption due to angle-of-arrival (AoA) fluctuations jointly. We further derive analytical expressions for various outage performance metrics. To boost the system robustness to dynamic ocean environment, we design a probabilistic shaping (PS)-based strategy with unipolar pulse amplitude modulation (PAM), which maximizes the ergodic constellation constrained capacity. Furthermore, considering the limitation of computational resources in real ocean environment, we simplify the PS-based scheme to alleviate the problem. Numerical results verify the accuracy of the proposed channel model and the outage performance analysis. Moreover, the simplified PS-based unipolar M-PAM scheme is validated to be a promising solution for the development and deployment of high speed adaptive UWOC systems.
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水下无线光通信的信道建模、性能分析和概率整形
近年来,水下无线光通信(UWOC)应运而生,以满足海洋勘探的高数据速率要求。在本文中,我们提出了一个精确的、封闭的UWOC信道模型来理解动态海洋环境对光信号传播的影响。该模型综合考虑了海洋路径损失、海洋湍流、指向误差损失和到达角波动引起的链路中断等因素的损伤。我们进一步推导出各种中断性能度量的解析表达式。为了提高系统对动态海洋环境的鲁棒性,设计了一种基于概率整形(PS)的单极脉冲调幅(PAM)策略,使遍历星座约束容量最大化。此外,考虑到实际海洋环境中计算资源的限制,我们对基于ps的方案进行了简化,以缓解这一问题。数值结果验证了所提出的信道模型和中断性能分析的准确性。此外,简化的基于ps的单极M-PAM方案被证明是高速自适应UWOC系统开发和部署的一种有前途的解决方案。
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