Achievable Rate Bounds on Poisson Channel with a Sample-Based Practical Photon-Counting Receiver

Zhimeng Jiang, Chen Gong, Guanchu Wang, Zhengyuan Xu
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引用次数: 2

Abstract

We investigate the achievable rate for a practical receiver under on-off keying modulation based on Kullback-Leibler (KL) divergence and Chernoff α-divergence. The asymptotic tightness of the derived bounds is analyzed for large symbol duration and large or low peak power. We prove the tightness of the derived bounds for large symbol duration, large peak power with zero background radiation with exponential convergence rate, and for low peak power of order two. Moreover, we propose an approximation on the achievable rate in the low background radiation and medium symbol duration regime, which is more accurate compared with the derived upper and lower bounds in the medium signal to noise ratio (SNR) regime. The proposed bounds and the approximations are evaluated by the numerical results.
基于样本的实用光子计数接收机在泊松信道上可实现的速率边界
本文研究了基于Kullback-Leibler (KL)散度和Chernoff α-散度的开关键控调制下实际接收机的可实现速率。分析了在较大的符号持续时间和较大或较低的峰值功率情况下所导出的界的渐近紧密性。我们证明了对于大符号持续时间、具有指数收敛速率的零背景辐射的大峰值功率和二阶低峰值功率,所导出界的严密性。此外,我们提出了在低背景辐射和中等符号持续时间下的可实现速率的近似,与在中等信噪比(SNR)条件下推导的上界和下界相比,该近似更准确。数值结果验证了所提出的边界和近似。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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