Damrath Martin, Korte Sebastian, Hoeher Peter Adam
IEEE Trans Nanobioscience. 2017 Jan;16(1):60-68. doi: 10.1109/TNB.2017.2648042. Epub 2017 Jan 10.
This paper introduces the equivalent discrete-time channel model (EDTCM) to the area of diffusion-based molecular communication (DBMC). Emphasis is on an absorbing receiver, which is based on the so-called first passage time concept. In the wireless communications community the EDTCM is well known. Therefore, it is anticipated that the EDTCM improves the accessibility of DBMC and supports the adaptation of classical wireless communication algorithms to the area of DBMC. Furthermore, the EDTCM has the capability to provide a remarkable reduction of computational complexity compared to random walk based DBMC simulators. Besides the exact EDTCM, three approximations thereof based on binomial, Gaussian, and Poisson approximation are proposed and analyzed in order to further reduce computational complexity. In addition, the Bahl-Cocke-Jelinek-Raviv (BCJR) algorithm is adapted to all four channel models. Numerical results show the performance of the exact EDTCM, illustrate the performance of the adapted BCJR algorithm, and demonstrate the accuracy of the approximations.
本文将等效离散时间信道模型(EDTCM)引入基于扩散的分子通信(DBMC)领域。重点在于一种基于所谓首次通过时间概念的吸收式接收器。在无线通信领域,EDTCM是广为人知的。因此,预计EDTCM将提高DBMC的可及性,并支持经典无线通信算法在DBMC领域的适配。此外,与基于随机游走的DBMC模拟器相比,EDTCM有能力显著降低计算复杂度。除了精确的EDTCM,还提出并分析了基于二项式、高斯和泊松近似的三种近似方法,以进一步降低计算复杂度。此外,将Bahl-Cocke-Jelinek-Raviv(BCJR)算法适配到所有四种信道模型。数值结果展示了精确EDTCM的性能,说明了适配后的BCJR算法的性能,并证明了近似方法的准确性。