DNA-Based Molecular Communications

In this paper, we propose a novel DNA-based molecular communication (MC) protocol towards high capacity communication between nanomachines for the first time in the literature. In the proposed protocol, the transmitter is capable of emitting DNA strands having different lengths as information carrying molecules. The Receiver contains receptor nanopores through which these negatively charged DNA strands pass, and duration of translocation event is utilized for selective sensing. We develop an analytical model for the proposed protocol to model diffusion, capturing, detection, and reception processes. In MC literature, the processing times at the receiver is mostly neglected, but our protocol is the first MC protocol which considers the effect of processing times that are dependent on the DNA lengths. In addition, the number of detected DNA strands show a significant dependence on diffusion constant, which changes according to DNA length. Therefore, we introduced a novel technique to minimize the effects of inter-symbol interference by adjusting the threshold level of each DNA strand according to its diffusion dynamics and detection rates. Furthermore, the proposed analytical model is exploited to derive information and communication theory metrics, i.e., capacity and bit error rate, for different communication metrics, such as DNA lengths, the number of symbols, molecule thresholds, and communication range by using realistic system parameters that are taken from experimental studies in the literature. In the end, the presented results show that the proposed DNA-based MC protocol is able to achieve capacity levels close to 6 b/s.

[1]  J. Joanny,et al.  Fast DNA translocation through a solid-state nanopore. , 2004, Nano letters.

[2]  Chan-Byoung Chae,et al.  Novel Modulation Techniques using Isomers as Messenger Molecules for Nano Communication Networks via Diffusion , 2012, IEEE Journal on Selected Areas in Communications.

[3]  Yu Tian,et al.  Ionic Current-Based Mapping of Short Sequence Motifs in Single DNA Molecules Using Solid-State Nanopores , 2017, Nano letters.

[4]  Ulrich F. Keyser,et al.  Direct measurements reveal non-Markovian fluctuations of DNA threading through a solid-state nanopore , 2016, 1607.04612.

[5]  Amit Meller,et al.  Single molecule measurements of DNA transport through a nanopore , 2002, Electrophoresis.

[6]  M. Muthukumar,et al.  Modeling of polynucleotide translocation through protein pores and nanotubes , 2002, Electrophoresis.

[7]  Y. Koucheryavy,et al.  The internet of Bio-Nano things , 2015, IEEE Communications Magazine.

[8]  Ulrich F. Keyser,et al.  Digitally encoded DNA nanostructures for multiplexed, single-molecule protein sensing with nanopores. , 2016, Nature nanotechnology.

[9]  Murat Kuscu,et al.  Fundamentals of Molecular Information and Communication Science , 2017, Proceedings of the IEEE.

[10]  Ulrich F Keyser,et al.  Translocation frequency of double-stranded DNA through a solid-state nanopore. , 2015, Physical review. E.

[11]  Ergin Dinc,et al.  Theoretical Limits on Multiuser Molecular Communication in Internet of Nano-Bio Things , 2017, IEEE Transactions on NanoBioscience.

[12]  Ian F. Akyildiz,et al.  Modulation Techniques for Communication via Diffusion in Nanonetworks , 2011, 2011 IEEE International Conference on Communications (ICC).

[13]  R. Pecora,et al.  A dynamic light scattering study of four DNA restriction fragments , 1990 .

[14]  Silvia Hernández-Ainsa,et al.  DNA origami nanopores: developments, challenges and perspectives. , 2014, Nanoscale.

[15]  D. Branton,et al.  Voltage-driven DNA translocations through a nanopore. , 2001, Physical review letters.

[16]  Özgür B. Akan,et al.  On Channel Capacity and Error Compensation in Molecular Communication , 2008, Trans. Comp. Sys. Biology.

[17]  A. Meller,et al.  Dynamics of polynucleotide transport through nanometre-scale pores , 2003 .

[18]  Ozgur B. Akan,et al.  A Fast Algorithm for Analysis of Molecular Communication in Artificial Synapse , 2017, IEEE Transactions on NanoBioscience.

[19]  Andrew W. Eckford,et al.  Tabletop Molecular Communication: Text Messages through Chemical Signals , 2013, PloS one.

[20]  Massimiliano Pierobon,et al.  Capacity of a Diffusion-Based Molecular Communication System With Channel Memory and Molecular Noise , 2013, IEEE Transactions on Information Theory.

[21]  Rae M. Robertson,et al.  Diffusion of isolated DNA molecules: dependence on length and topology. , 2006, Proceedings of the National Academy of Sciences of the United States of America.