Machine learning in nano-scale biomedical engineering
AAA Boulogeorgos, SE Trevlakis… - … , Biological and Multi …, 2020 - ieeexplore.ieee.org
Machine learning (ML) empowers biomedical systems with the capability to optimize their
performance through modeling of the available data extremely well, without using strong …
performance through modeling of the available data extremely well, without using strong …
Abnormality detection and localization schemes using molecular communication systems: A survey
A Etemadi, M Farahnak-Ghazani, H Arjmandi… - IEEE …, 2022 - ieeexplore.ieee.org
Abnormality detection and localization (ADL) have been studied widely in wireless sensor
networks (WSNs) literature, where the sensors use electromagnetic waves for …
networks (WSNs) literature, where the sensors use electromagnetic waves for …
Stochastic reaction and diffusion systems in molecular communications: Recent results and open problems
Chemical reactions and diffusion are two basic mechanisms governing the dynamics of
molecules in a fluid. As such, they play a critical role in molecular communication for …
molecules in a fluid. As such, they play a critical role in molecular communication for …
Impact of anomalous diffusion phenomenon on molecular information delivery in bounded environment
L Chouhan - IEEE Transactions on NanoBioscience, 2024 - ieeexplore.ieee.org
Through this paper, a three-dimensional molecular communication (MC) inside a cuboid
container is considered. Instead of normal diffusion phenomenon, the anomalous diffusion …
container is considered. Instead of normal diffusion phenomenon, the anomalous diffusion …
Molecular communication with anomalous diffusion in stochastic nanonetworks
Molecular communication in nature can incorporate a large number of nano-things in
nanonetworks as well as demonstrate how nano-things communicate. This paper presents …
nanonetworks as well as demonstrate how nano-things communicate. This paper presents …
Symbol-by-symbol maximum likelihood detection for cooperative molecular communication
In this paper, symbol-by-symbol maximum likelihood (ML) detection is proposed for a
cooperative diffusion-based molecular communication (MC) system. In this system, the …
cooperative diffusion-based molecular communication (MC) system. In this system, the …
Anomaly detection in molecular communications with applications to health monitoring networks
S Ghavami - IEEE Transactions on Molecular, Biological and …, 2020 - ieeexplore.ieee.org
Early detection of diseases such as cancer plays a crucial role in their successful treatment.
Motivated by this, anomaly detection in molecular nano-networks is studied. The proposed …
Motivated by this, anomaly detection in molecular nano-networks is studied. The proposed …
Molecular communication in fractional diffusive channel
The molecular communication system with anomalous/fractional diffusion inside a one-
dimensional (1-D) environment is considered. The time-dependent diffusivity is incorporated …
dimensional (1-D) environment is considered. The time-dependent diffusivity is incorporated …
Effect of time-dependent drift and diffusion in molecular communication systems
L Chouhan, PK Upadhyay - IEEE Communications Letters, 2022 - ieeexplore.ieee.org
This letter presents analysis of a molecular communication (MC) system considering time-
dependent drift and diffusion of molecules. The proportionality in diffusion and drift is …
dependent drift and diffusion of molecules. The proportionality in diffusion and drift is …
Biological circuits for detection in MoSK-based molecular communication
A key justification for molecular communications is low energy consumption and limited
complexity. However, this is only the case if effective architectures for transmitting and …
complexity. However, this is only the case if effective architectures for transmitting and …