扩散分子通信的低开销信道估计

A. Darya, S. Abdallah
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引用次数: 1

摘要

在这项工作中,我们提出了一种用于扩散分子通信系统的低开销信道估计器。由于扩散分子通信系统依赖于分子的随机传播作为通信手段,除了信道和外部源引入的噪声外,它们还可能遭受符号间干扰。因此,获取信道脉冲响应的准确估计对于信号均衡和检测至关重要。所提出的低开销估计器使用最少数量的导频符号,从而减少了高达95%的训练开销。该估计量的计算复杂度与相关文献中基于导频的最小二乘估计量相当。因此,所提出的低开销信道估计器在吞吐量和复杂性方面是有效的,在某种程度上吸引了大多数有前途的扩散分子通信系统。
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Low-Overhead Channel Estimation for Diffusive Molecular Communication
In this work, we propose a low-overhead channel estimator for diffusive molecular communication systems. Since diffusive molecular communication systems rely on the random propagation of molecules as a means of communication, they may potentially suffer from inter-symbol-interference in addition to the noise introduced by the channel and external sources. Hence, acquiring an accurate estimate of the channel impulse response is essential for signal equalization and detection. The proposed low-overhead estimator utilizes a minimal number of pilot symbols, thus reducing the training overhead by up to 95%. The computational complexity of the proposed estimator is comparable to that of pilot-based least-squared estimators in related works. Consequently, the proposed low-overhead channel estimator is efficient in terms of throughput and complexity in a way that appeals to the majority of prospective diffusive molecular communication systems.
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