Title :
Channel and Noise Models for Nonlinear Molecular Communication Systems
Author :
Farsad, Nariman ; Na-Rae Kim ; Eckford, Andrew W. ; Chan-Byoung Chae
Author_Institution :
Dept. of Comput. Sci. & Eng., York Univ., Toronto, ON, Canada
Abstract :
Recently, a tabletop molecular communication platform has been developed for transmitting short text messages across a room. The end-to-end system impulse response for this platform does not follow previously published theoretical works because of imperfect receiver, transmitter, and turbulent flows. Moreover, it is observed that this platform resembles a nonlinear system, which makes the rich body of theoretical work that has been developed by communication engineers not applicable to this platform. In this work, we first introduce corrections to the previous theoretical models of the end-to-end system impulse response based on the observed data from experimentation. Using the corrected impulse response models, we then formulate the nonlinearity of the system as noise and show that through simplifying assumptions it can be represented as Gaussian noise. Through formulating the system´s nonlinearity as the output a linear system corrupted by noise, the rich toolbox of mathematical models of communication systems, most of which are based on linearity assumption, can be applied to this platform.
Keywords :
Gaussian noise; mathematical analysis; molecular communication (telecommunication); Gaussian noise; channel models; end-to-end system impulse response; linear system; linearity assumption; mathematical models; noise models; nonlinear molecular communication systems; short text messages; tabletop molecular communication platform; Channel estimation; Mathematical model; Molecular communication; Receivers; Time measurement; Transmitters; Voltage measurement; Nano communication networks; channel model; channel nonlinearity; imperfect receiver; molecular communication; practical models; tabletop molecular communication; test bed;
Journal_Title :
Selected Areas in Communications, IEEE Journal on
DOI :
10.1109/JSAC.2014.2367662