Dadi Bi

dblp:217/7666 · DBLP profile ↗
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5ranked-venue papers
3as first author
4since 2021 · last 2025
0000-0002-4743-3685ORCID · verified

Domains — the database's venue-derived domains; a paper can count in several

Computer networks · 5 · 3 first-author · 4 since 2021
YearPublicationVenuePosition
2025 Modeling of Insulin Injection for Type-1 Diabetes Mellitus Management
abstract
Diabetes mellitus is a global health crisis characterized by poor blood sugar regulation, impacting millions of people worldwide and leading to severe complications and mortality. Although Type 1 Diabetes Mellitus (T1DM) has a lower number of cases compared to other forms of diabetes, it is often diagnosed at a young age and requires lifelong exogenous insulin administration. In this paper, we focus on understanding the interaction of insulin and glucose molecules within the subcutaneous layer, which is crucial for blood sugar control in T1DM patients. Specifically, we propose a comprehensive model to characterize the insulin-glucose system within the subcutaneous layer, incorporating a multicellular molecular communication system. We then divide the T1DM system into insulin and glucose subsystems and derive the end-to-end expression for insulin-glucose interaction in the subcutaneous layer. We further validate and demonstrate the correctness of our insulin-glucose interaction analysis via an agent-based simulator.
Rinrada Jadsadaphongphaibool, Dadi Bi, Christian D. Lorenz, Yansha Deng, Robert Schober
ICC2
2024 CSK Realization for MC via Spatially Distributed Multicellular Consortia
abstract
The design and engineering of molecular communication (MC) components capable of processing chemical concentration signals is the key to unleashing the potential of MC for interdisciplinary applications. By controlling the signaling pathway and molecule exchange between cell devices, synthetic biology provides the MC community with tools and techniques to achieve various signal processing functions. In this paper, we propose a design framework to realize any order concentration shift keying (CSK) systems based on simple and reusable single-input single-output cells. The design framework also exploits the distributed computation on multicellular consortia with spatial segregation, which has advantages in system scalability, low genetic manipulation, and signal orthogonality. We also create a small library of simple logic engineered cells and apply them to implement binary CSK (BCSK) and quadruple CSK (QCSK) systems to demonstrate the feasibility of our proposed design framework. The simplicity of our engineered cells allows for their reuse in other systems beyond CSK. Importantly, we establish a mathematical framework to theoretically characterize our proposed distributed multicellular systems. Specially, we divide a system into fundamental building blocks, from which we derive the impulse response of each block and the cascade of the impulse responses leads to the end-to-end response of the system. Simulation results obtained from the agent-based simulator BSim not only validate our CSK design framework but also demonstrate the accuracy of the proposed mathematical analysis.
Rinrada Jadsadaphongphaibool, Dadi Bi, Yansha Deng
IEEE Trans. Commun.2
2022 Microfluidic QCSK Transmitter and Receiver Design for Molecular Communication
abstract
The components with molecular communication (MC) functionalities can bring an opportunity for emerging applications in fields from personal healthcare to modern industry. In this paper, we propose the designs of the microfluidic transmitter and receiver with quadruple concentration shift keying (QCSK) modulation and demodulation functionalities. To do so, we first present an AND gate design, and then apply it to the QCSK transmitter and receiver design. The QCSK transmitter is capable of modulating two input signals to four different concentration levels, and the QCSK receiver can demodulate a received signal to two outputs. More importantly, we also establish a mathematical framework to theoretically characterize our proposed microfluidic circuits. Based on this, we first derive the output concentration distribution of our proposed AND gate design, and provide the insight into the selection of design parameters to ensure an exhibition of desired behavior. We further derive the output concentration distributions of the QCSK transmitter and receiver. Simulation results obtained in COMSOL Multiphysics not only show the desired behavior of all the proposed microfluidic circuits, but also demonstrate the accuracy of the proposed mathematical framework.
Dadi Bi, Yansha Deng
IEEE Trans. Commun.1
2021 Spatiotemporal Control of Genetic Circuit with Pulse Generation for Molecular Communication
abstract
Synthetic biology offers a tool to build biological entities that are capable of carrying out desired signal processing functionalities by controlling and engineering biochemical signaling pathways. The design and study of genetic circuits that exhibit natural behavior can be helpful for an improved understanding of the principles and kinetics behind the gene expression behavior, as well as for engineering cellular systems for synthetic biology. In this paper, we propose a synthetic system capable of generating a pulse-shaped signal, which is a prevalent behavior in natural environment. In particular, our proposed system is based on an engineered cell with NOR logic operation, and the pulse generation exploits the alteration in logic states of NOR inputs that are controlled by two types of diffusive signaling molecules. To quantitatively describe the generated pulse, we not only derive the propagation channel of the signaling molecules but also analyze the behavior of the engineered cell using Shea-Ackers formalism. Simulation results demonstrate that the pulse-shaped signal can be successfully produced in a controllable manner.
Dadi Bi, Yansha Deng
GLOBECOM1
2020 Chemical Reactions-Based Microfluidic Transmitter and Receiver Design for Molecular Communication
abstract
The design of communication systems capable of processing and exchanging information through molecules and chemical processes is a rapidly growing interdisciplinary field, which holds the promise to revolutionize how we realize computing and communication devices. While molecular communication (MC) theory has had major developments in recent years, more practical aspects in designing components capable of MC functionalities remain less explored. This paper designs chemical reactions-based microfluidic devices to realize binary concentration shift keying (BCSK) modulation and demodulation functionalities. Considering existing MC literature on information transmission via molecular pulse modulation, we propose a microfluidic MC transmitter design, which is capable of generating continuously predefined pulse-shaped molecular concentrations upon rectangular triggering signals to achieve the modulation function. We further design a microfluidic MC receiver capable of demodulating a received signal to a rectangular output signal using a thresholding reaction and an amplifying reaction. Our chemical reactions-based microfluidic molecular communication system is reproducible and its parameters can be optimized. More importantly, it overcomes the slow-speed, unreliability, and non-scalability of biological processes in cells. To reveal design insights, we also derive the theoretical signal responses for our designed microfluidic transmitter and receiver, which further facilitate the transmitter design optimization. Our theoretical results are validated via simulations performed through the COMSOL Multiphysics finite element solver. We demonstrate the predefined nature of the generated pulse and the demodulated rectangular signal together with their dependence on design parameters.
Dadi Bi, Yansha Deng, Massimiliano Pierobon, Arumugam Nallanathan
IEEE Trans. Commun.1