论文标题
分子通信的能力分析与比率偏移键调制
Capacity Analysis of Molecular Communications with Ratio Shift Keying Modulation
论文作者
论文摘要
分子通信(MC)是一种由生物启发的通信技术,它使用分子编码和传输信息。通过利用分子的可区分特性,许多努力都集中在为MC开发新的调制技术上。在本文中,我们研究了一种特定的调制方案,其中信息被编码为两种不同类型的分子的浓度比。为了评估该所谓比率偏移键合(RSK)调制的性能,我们进行了信息理论分析,并得出了端到端MC通道的能力,其中接收器以最佳或次优的方式基于配体 - 受体结合统计量进行比率估计。对于用于比例编码的配体类型和受体数量之间的不同相似性获得的数值结果表明,当发射机是功率限制时,RSK可以优于浓度移位键(CSK)调制,这是文献中最常见的技术。结果还表明,当动态条件的影响与分子的类型不变时,在随着时间变化的通道条件下,RSK比其他调制方法的潜在优势。
Molecular Communications (MC) is a bio-inspired communication technique that uses molecules to encode and transfer information. Many efforts have been focused on developing new modulation techniques for MC by exploiting distinguishable properties of molecules. In this paper, we investigate a particular modulation scheme where the information is encoded into the concentration ratio of two different types of molecules. To evaluate the performance of this so-called Ratio Shift Keying (RSK) modulation, we carry out an information theoretical analysis and derive the capacity of the end-to-end MC channel where the receiver performs ratio estimation based on ligand-receptor binding statistics in an optimal or suboptimal manner. The numerical results, obtained for varying similarity between the ligand types employed for ratio-encoding, and number of receptors, indicate that the RSK can outperform the concentration shift keying (CSK) modulation, the most common technique considered in literature, when the transmitter is power-limited. The results also indicate the potential advantages of RSK over other modulation methods under time-varying channel conditions, when the effects of the dynamic conditions are invariant to the type of the molecules.