TY - JOUR
T1 - Parity-check coding based on genetic circuits for engineered molecular communication between biological cells
AU - Marcone, Alessio
AU - Pierobon, Massimiliano
AU - Magarini, Maurizio
N1 - Funding Information:
Manuscript received January 22, 2018; revised June 1, 2018; accepted July 12, 2018. Date of publication July 24, 2018; date of current version December 14, 2018. This material is based upon work supported by the National Science Foundation under Grant No. CCF-1816969. The associate editor coordinating the review of this paper and approving it for publication was Y. Deng. (Corresponding author: Massimiliano Pierobon.) A. Marcone was with the Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, 20133 Milan, Italy. He is now with the Standardization Department, Qualcomm Inc., 90411 Nuremberg, Germany (e-mail: amarcone@qti.qualcomm.com).
Publisher Copyright:
© 1972-2012 IEEE.
PY - 2018/12
Y1 - 2018/12
N2 - Synthetic biology, through genetic circuit engineering in biological cells, is paving the way toward the realization of programmable man-made living devices, able to naturally operate within normally less accessible domains, i.e., the biological and the nanoscale. The control of the information processing and exchange between these engineered-cell devices, based on molecules and biochemical reactions, i.e., molecular communication (MC), will be enabling technologies for the emerging paradigm of the Internet of Bio-Nano Things, with applications ranging from tissue engineering to bioremediation. In this paper, the design of genetic circuits to enable MC links between engineered cells is proposed by stemming from techniques for information coding and inspired by recent studies favoring the efficiency of analog computation over digital in biological cells. In particular, the design of a joint encoder-modulator for the transmission of binary-modulated molecule concentration is coupled with a decoder that computes the a-posteriori log-likelihood ratio of the information bits from the propagated concentration. These functionalities are implemented entirely in the biochemical domain through activation and repression of genes, and biochemical reactions, rather than classical electrical circuits. Biochemical simulations are used to evaluate the proposed design against a theoretical encoder/decoder implementation taking into account impairments introduced by diffusion noise.
AB - Synthetic biology, through genetic circuit engineering in biological cells, is paving the way toward the realization of programmable man-made living devices, able to naturally operate within normally less accessible domains, i.e., the biological and the nanoscale. The control of the information processing and exchange between these engineered-cell devices, based on molecules and biochemical reactions, i.e., molecular communication (MC), will be enabling technologies for the emerging paradigm of the Internet of Bio-Nano Things, with applications ranging from tissue engineering to bioremediation. In this paper, the design of genetic circuits to enable MC links between engineered cells is proposed by stemming from techniques for information coding and inspired by recent studies favoring the efficiency of analog computation over digital in biological cells. In particular, the design of a joint encoder-modulator for the transmission of binary-modulated molecule concentration is coupled with a decoder that computes the a-posteriori log-likelihood ratio of the information bits from the propagated concentration. These functionalities are implemented entirely in the biochemical domain through activation and repression of genes, and biochemical reactions, rather than classical electrical circuits. Biochemical simulations are used to evaluate the proposed design against a theoretical encoder/decoder implementation taking into account impairments introduced by diffusion noise.
KW - Hill's function
KW - Internet of Bio-Nano Things
KW - Molecular communication
KW - analog decoding
KW - biochemical simulation
KW - genetic circuit
KW - mass action kinetics
KW - parity-check encoding
KW - soft bit
KW - synthetic biology
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U2 - 10.1109/TCOMM.2018.2859308
DO - 10.1109/TCOMM.2018.2859308
M3 - Article
AN - SCOPUS:85050588906
SN - 1558-0857
VL - 66
SP - 6221
EP - 6236
JO - IEEE Transactions on Communications
JF - IEEE Transactions on Communications
IS - 12
M1 - 8418677
ER -