Error Control for Calcium Signaling based
Molecular Communication
Michael Taynnan Barros
*
, Sasitharan Balasubramaniam
†
, Brendan Jennings
*
*
Telecommunication Software and Systems Group (TSSG), Waterford Institute of Technology (WIT), Ireland
‡
Nano Communications Center (NCC), Tampere University of Technology (TUT), Finland
Emails: {mbarros,bjennings}@tssg.org, sasi.bala@tut.fi
Abstract—Calcium signaling is one of the most widely studied
means of providing communication for molecular communica-
tions in nanonetworks. In this paper, we investigate error control
approaches for calcium signaling based molecular communica-
tions. Taking an information theoretic approach we show, using
a stochastic simulation model, how error conditions such as
signal fading, multipath propagation and spatial noise can affect
the communication reliability. In order to counter these issues,
we proposed using baseband modulations techniques (Return-
to-zero (RZ) and Non-return-to-zero (NRZ)) in combination with
channel coding (Reed Solomon) to improve the performance of
the communication system.
Index Terms—Molecular Communication, Nanonetworks, Cal-
cium Signaling, Information Theory, Tissue deformation.
I. I NTRODUCTION
The advancements in nanotechnology has enabled nanoma-
chines to be developed, where these devices are able to sense
conditions at the molecular level. Due to the low processing
capabilities of the nanomachines, the new paradigm of nano
communications has been proposed to enable these miniature
devices to interconnect in order to increase their functionalities
[1]. Utilizing this new communication paradigm will open
new application opportunities, one of which is in healthcare.
Molecular communications is one form of nano communi-
cations that utilizes biological components found in nature
to develop communication systems. Unlike existing types of
communication approaches, in molecular communications the
molecules are encoded with information in the transmitter
nanomachine, and carried along through space and time,
towards the receiver nanomachine [2].
Calcium Signaling Molecular Communication Systems
(CSMCS) use a cellular biological mechanism to perform
communication between nanomachines [3], [4] and currently
is one of the most studied types of molecular communi-
cations. Calcium signaling (CS) is a short range signaling
process that supports the biological cells’ regulatory function
(e.g., cell growth and proliferation) [5]. It is composed of
multiple stages of chemical reactions which are responsible
for the stimulation, amplification and release (or diffusion)
of Ca
2+
waves [6]. The process begins with the transmitter
nanomachine stimulating the internal Ca
2+
ions store (we
assume that the nanomachines are embedded within the cells).
Once stimulated, the Ca
2+
ions will diffuse and invoke the
neighboring cell’s intracellular store. This process continues as
the Ca
2+
ions diffuse between the cells. The diffusion process
is performed through the gap junction between the cells, which
are gates that open and closes between the cytoplasms of two
neighbor cells. Once the Ca
2+
ions arrives at the receiver,
the quantity of Ca
2+
ions are sensed and triggers an internal
reaction of the receiver nanomachine.
The cellular tissue scenarios bring numerous error condi-
tions to the CSMCS, including signal fading and multipath
propagation. These properties usually lead to spatial noise that
can occur in the tissue, and this is usually amplified as the
cellular tissue goes through deformation. In this paper, we first
investigate the signal fading and multipath propagation, as well
as the resulting noise in the communication system. This is fol-
lowed by applying baseband modulations techniques (Return-
to-zero (RZ) and Non-return-to-zero (NRZ)) combined with
channel coding (Reed Solomon) to improve the performance
of the communication system. The results from our simulation
study shows that using the error correction technique helps to
improve the communication channel performance.
This paper is organized as follows: §II presents the simu-
lation model as well as a brief discussion about deformable
tissues. We present analysis for the following channel prop-
erties: Signal fading (§III), Multipath propagation (§IV) and
Spatial noise (§V). Error control techniques are analyzed in
§VI. Finally, the paper is concluded in §VII.
Fig. 1: Calcium signaling molecular communication systems
(CSMCS): (a) regular tissue, (b) double-sided compression.
Our scenario application assumes that nanomachines (receiver
and transmitter) are embedded in the cells and are able to
stimulate the Ca
2+
ions for signaling.
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