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A Robust GLRT Receiver With Implicit Channel Estimation and Automatic Threshold Adjustment for the Free Space Optical Channel with IM/DD

机译:具有IM / DD的自由空间光信道的具有隐式信道估计和自动阈值调整功能的稳健GLRT接收器

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摘要

Atmospheric turbulence and pointing errors cause intensity fluctuation of free space optical communication signals and impair link performance. Several receiver structures which could mitigate the signal fluctuations were proposed in the past, but these existing receivers depend highly on the channel model and the model parameters. The performance deteriorates if the channel model or the model parameters are inaccurate. In this paper, we develop a Viterbi-type trellis-search sequence receiver based on the generalized likelihood ratio test principle that jointly detects the data sequence and estimates the unknown channel gain. This receiver requires very few pilot symbols, and therefore, does not significantly reduce the bandwidth efficiency. It is robust in that it continuously performs maximum likelihood (ML) estimation of the unknown channel gain without the knowledge of the channel model, and adapts the decision metric accordingly. It works well in a slowly time-varying environment and its error performance approaches that of ML detection with perfect knowledge of the channel gain, as the memory length used for forming the sequence detection metric increases. A new, decision-feedback, symbol-by-symbol receiver with lower implementation complexity and higher memory efficiency is obtained as an approximation to the sequence receiver. The performance improvement and implementation simplicity of our receivers compared to existing receivers are pointed out.
机译:大气湍流和指向误差会导致自由空间光通信信号的强度波动,并削弱链路性能。过去已经提出了几种可以减轻信号波动的接收机结构,但是这些现有的接收机高度依赖于信道模型和模型参数。如果通道模型或模型参数不正确,则性能会下降。在本文中,我们基于广义似然比测试原理开发了一种维特比型网格搜索序列接收机,该接收机可共同检测数据序列并估计未知信道增益。该接收机需要很少的导频符号,因此不会显着降低带宽效率。鲁棒性在于,它无需知道信道模型就可以连续执行未知信道增益的最大似然(ML)估计,并相应地调整决策度量。它在缓慢的时变环境中运行良好,并且随着用于形成序列检测度量的存储长度的增加,它的错误性能接近ML检测的错误性能,并且对信道增益有了全面的了解。获得了一种新的,决策实现反馈的,逐个符号的接收器,它具有较低的实现复杂性和较高的存储效率,可以作为序列接收器的近似值。指出了与现有接收器相比,我们的接收器在性能方面的改进和实现的简便性。

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