Deep-learning-assisted robust detection techniques for a chipless RFID sensor tag

N Rather, RBVB Simorangkir… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
In this article, we present a new approach for robust reading of identification (ID) and sensor
data from chipless radio frequency ID (CRFID) sensor tags. For the first time, machine …

[HTML][HTML] A Versatile, Machine-Learning-Enhanced RF Spectral Sensor for Developing a Trunk Hydration Monitoring System in Smart Agriculture

O Afif, L Franceschelli, E Iaccheri, S Trovarello… - Sensors, 2024 - mdpi.com
This paper comprehensively explores the development of a standalone and compact
microwave sensing system tailored for automated radio frequency (RF) scattered parameter …

Evaluation of a u-shaped convolutional neural network for RCS based chipless RFID systems

N Rather, RBVB Simorangkir… - 2023 IEEE 13th …, 2023 - ieeexplore.ieee.org
In this paper, for the first time, a one-dimensional convolutional neural network using a U-
shaped architecture is evaluated in the context of radar cross section (RCS) based chipless …

Machine learning approaches for EM signature analysis in chipless RFID technology

N Rather, RBVB Simorangkir… - 2024 18th European …, 2024 - ieeexplore.ieee.org
In this paper, for the first time, we provide a comprehensive review of Machine Learning (ML)
approaches in Chipless Radio Frequency Identification (CRFID) technology, which is a fast …

Design of a Data Collection Layer for Complementary Diagnostic and Condition Monitoring System of a Robotic Workplace

L Halenarova, P Tanuska, B Juhasova… - 2024 21st …, 2024 - ieeexplore.ieee.org
The core of this contribution is the design of a system for the identification of parameters and
preliminary diagnostics of a robotic workplace based on the collected data from additive …

[PDF][PDF] Deep learning assisted robust detection techniques for a chipless

N Rather, RBVB Simorangkir, J Buckley - 2023 - cora.ucc.ie
In this article, we present a new approach for robust reading of identification (ID) and sensor
data from chipless radio frequency ID (CRFID) sensor tags. For the first time, machine …