The development of a biocompatible testbed for molecular communication with magnetic nanoparticles
Although the concept of engineered molecular communication has been around for quite
some time, practical approaches with truly biocompatible setups are still scarce. However …
some time, practical approaches with truly biocompatible setups are still scarce. However …
Artificial intelligence for molecular communication
Molecular communication is a novel approach for data transmission between miniaturised
devices, especially in contexts where electrical signals are to be avoided. The …
devices, especially in contexts where electrical signals are to be avoided. The …
Channel Parameter Studies of a Molecular Communication Testbed With Biocompatible Information Carriers: Methods and Data
Testbeds play an essential role in the development of real-life molecular communication
applications and experimental validation of communication channel models. Although some …
applications and experimental validation of communication channel models. Although some …
Planar coils for detection of magnetic nanoparticles in a testbed for molecular communication
M Bartunik, S Faghih-Naini, T Maiwald… - Proceedings of the 9th …, 2022 - dl.acm.org
Testbeds enable experimental investigation of molecular communication concepts and
transmission schemes. One approach to biocompatible molecular communication …
transmission schemes. One approach to biocompatible molecular communication …
Deep Learning-Based FM Demodulation in Complex Electromagnetic Environment
S Zheng, Z Pei, T Chen, J Chen, W Lu… - IEEE Open Journal of …, 2024 - ieeexplore.ieee.org
In recent years, deep learning has been applied widely in the field of communication. In this
paper, a deep learning-based frequency modulation (FM) demodulation method is proposed …
paper, a deep learning-based frequency modulation (FM) demodulation method is proposed …
[HTML][HTML] Molecular communication data augmentation and deep learning based detection
This manuscript presents a novel model for generating synthetic data for a biological
molecular communication (MC) system to train a Neural Network (NN) for the purpose of …
molecular communication (MC) system to train a Neural Network (NN) for the purpose of …
Classification of Diffusion Constants of Transmitter and Receiver and Distance Between Them Using Mobile Molecular Communication via Diffusion Model
Molecular communication (MC) holds promise for enabling communication in scenarios
where traditional wireless methods may be impractical or ineffective, offering unique …
where traditional wireless methods may be impractical or ineffective, offering unique …
Explainable Asymmetric Auto-Encoder for End-to-End Learning of IoBNT Communications
The Internet of Bio-Nano Things (IoBNT) is envisioned to be a heterogeneous network of
artificial and natural units that are connected to the Internet. Hence, it extends the …
artificial and natural units that are connected to the Internet. Hence, it extends the …
Estimating channel coefficients for complex topologies in 3D diffusion channel using artificial neural networks
HU Ozdemir, HI Orhan, M Turan, B Büyüktaş… - Nano Communication …, 2024 - Elsevier
Molecular communication via diffusion (MCvD) is one of the paradigms in nanonetworks.
Finding an approximation or analytical solution for the fraction of the received molecules to …
Finding an approximation or analytical solution for the fraction of the received molecules to …
Synchronisation and Detection in Molecular Communication using a Deep-Learning-based Approach
The concept of Internet of Bio-Nano Things (IoBNT) has emerged due to its revolutionary
possibilities that transcend traditional wireless communication systems. Molecular …
possibilities that transcend traditional wireless communication systems. Molecular …