Fundamentals of molecular communication over microfluidic channels

The interconnection of molecular machines with different functionalities to form molecular communication systems can increase the number of design possibilities and overcome the limited reliability of the individual molecular machines. Artificial information exchange using molecular signals would al...

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Main Author: Bicen, Ahmet Ozan
Other Authors: Akyildiz, Ian F.
Format: Others
Language:en_US
Published: Georgia Institute of Technology 2016
Subjects:
Online Access:http://hdl.handle.net/1853/55009
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spelling ndltd-GATECH-oai-smartech.gatech.edu-1853-550092016-07-09T03:34:34ZFundamentals of molecular communication over microfluidic channelsBicen, Ahmet OzanMolecular communicationLinear systems theoryCommunication performance evaluationMicrofluidicsMass transportPropagation modelingFinite impulse response filter designMolecular noiseIntersymbol interferenceMultiple access interferenceSynthetic biologyCell engineeringBacterial signal transductionBacterial receiver designThe interconnection of molecular machines with different functionalities to form molecular communication systems can increase the number of design possibilities and overcome the limited reliability of the individual molecular machines. Artificial information exchange using molecular signals would also expand the capabilities of single engineered cell populations by providing them a way to cooperate across heterogeneous cell populations for the applications of synthetic biology and lab-on-a-chip systems. The realization of molecular communication systems necessitates analysis and design of the communication channel, where the information carrying molecular signal is transported from the transmitter to the receiver. In this thesis, significant progress towards the use of microfluidic channels to interconnect molecular transmitter and receiver pairs is presented. System-theoretic analysis of the microfluidic channels are performed, and a finite-impulse response filter is designed using microfluidic channels. The spectral density of the propagation noise is studied and the additive white Gaussian noise channel model is developed. Memory due to inter-diffusion of the transmitted molecular signals is also modeled. Furthermore, the interference modeling is performed for multiple transmitters and its impact on the communication capacity is shown. Finally, the efficient sampling of the signal transduction by engineered bacterial receivers connected to a microfluidic channel is investigated for the detection of the pulse-amplitude modulated molecular signals. This work lays the foundation for molecular communication over microfluidic channels that will enable interconnection of engineered molecular machines.Georgia Institute of TechnologyAkyildiz, Ian F.2016-05-27T13:23:53Z2016-05-27T13:23:53Z2016-052016-04-11May 20162016-05-27T13:23:53ZDissertationapplication/pdfhttp://hdl.handle.net/1853/55009en_US
collection NDLTD
language en_US
format Others
sources NDLTD
topic Molecular communication
Linear systems theory
Communication performance evaluation
Microfluidics
Mass transport
Propagation modeling
Finite impulse response filter design
Molecular noise
Intersymbol interference
Multiple access interference
Synthetic biology
Cell engineering
Bacterial signal transduction
Bacterial receiver design
spellingShingle Molecular communication
Linear systems theory
Communication performance evaluation
Microfluidics
Mass transport
Propagation modeling
Finite impulse response filter design
Molecular noise
Intersymbol interference
Multiple access interference
Synthetic biology
Cell engineering
Bacterial signal transduction
Bacterial receiver design
Bicen, Ahmet Ozan
Fundamentals of molecular communication over microfluidic channels
description The interconnection of molecular machines with different functionalities to form molecular communication systems can increase the number of design possibilities and overcome the limited reliability of the individual molecular machines. Artificial information exchange using molecular signals would also expand the capabilities of single engineered cell populations by providing them a way to cooperate across heterogeneous cell populations for the applications of synthetic biology and lab-on-a-chip systems. The realization of molecular communication systems necessitates analysis and design of the communication channel, where the information carrying molecular signal is transported from the transmitter to the receiver. In this thesis, significant progress towards the use of microfluidic channels to interconnect molecular transmitter and receiver pairs is presented. System-theoretic analysis of the microfluidic channels are performed, and a finite-impulse response filter is designed using microfluidic channels. The spectral density of the propagation noise is studied and the additive white Gaussian noise channel model is developed. Memory due to inter-diffusion of the transmitted molecular signals is also modeled. Furthermore, the interference modeling is performed for multiple transmitters and its impact on the communication capacity is shown. Finally, the efficient sampling of the signal transduction by engineered bacterial receivers connected to a microfluidic channel is investigated for the detection of the pulse-amplitude modulated molecular signals. This work lays the foundation for molecular communication over microfluidic channels that will enable interconnection of engineered molecular machines.
author2 Akyildiz, Ian F.
author_facet Akyildiz, Ian F.
Bicen, Ahmet Ozan
author Bicen, Ahmet Ozan
author_sort Bicen, Ahmet Ozan
title Fundamentals of molecular communication over microfluidic channels
title_short Fundamentals of molecular communication over microfluidic channels
title_full Fundamentals of molecular communication over microfluidic channels
title_fullStr Fundamentals of molecular communication over microfluidic channels
title_full_unstemmed Fundamentals of molecular communication over microfluidic channels
title_sort fundamentals of molecular communication over microfluidic channels
publisher Georgia Institute of Technology
publishDate 2016
url http://hdl.handle.net/1853/55009
work_keys_str_mv AT bicenahmetozan fundamentalsofmolecularcommunicationovermicrofluidicchannels
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