水下无线光通信的信道建模、性能分析和概率整形

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

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