DocumentCode
3861267
Title
Information Rates of ASK-Based Molecular Communication in Fluid Media
Author
Siavash Ghavami;Raviraj S. Adve;Farshad Lahouti
Author_Institution
School of Electrical and Computer Engineering, College of Engineering, University of Tehran, Tehran, Iran
Volume
1
Issue
3
fYear
2015
Firstpage
277
Lastpage
291
Abstract
This paper studies the capacity of molecular communications in fluid media, where the information is encoded in the number of transmitted molecules in a time-slot (amplitude shift keying). The propagation of molecules is governed by random Brownian motion and the communication is in general subject to intersymbol interference (ISI). We first consider the case where ISI is negligible and analyze the capacity and the capacity per unit cost of the resulting discrete memoryless molecular channel and the effect of possible practical constraints, such as limitations on peak and/or average number of transmitted molecules per transmission. In the case with a constrained peak molecular emission, we show that as the time-slot duration increases, the input distribution achieving the capacity per channel use transitions from binary inputs to a discrete uniform distribution. In this paper, we also analyze the impact of ISI. Crucially, we account for the correlation that ISI induces between channel output symbols. We derive an upper bound and two lower bounds on the capacity in this setting. Using the input distribution obtained by an extended Blahut-Arimoto algorithm, we maximize the lower bounds. Our results show that, over a wide range of parameter values, the bounds are close.
Keywords
"Molecular communication","Receivers","Amplitude shift keying","Channel capacity","Transmitters","Biological information theory","Interference"
Journal_Title
IEEE Transactions on Molecular, Biological and Multi-Scale Communications
Publisher
ieee
Electronic_ISBN
2332-7804
Type
jour
DOI
10.1109/TMBMC.2016.2537302
Filename
7423737
Link To Document