FMCW radar sensing for indoor drones using variational auto-encoders

A Safa, T Verbelen, O Çatal… - 2023 IEEE Radar …, 2023 - ieeexplore.ieee.org
This paper investigates unsupervised learning of low-dimensional representations from
FMCW radar data, which can be used for multiple downstream tasks in a drone navigation …

Artificial neural network model and its application in signal processing

X Pan, Y Wang, Y Qi - Asian Journal of Advanced …, 2023 - research.send4journal.com
The human brain is a powerful image and pattern recognition processor, and its basic
processing element is neurons. Synapses are weighted interconnections between neurons …

Microgrid Energy Management using Weather Forecasts: Case Study, Discussion and Challenges.

S Akter, AM Islam, MM Hasan - International Journal of …, 2023 - search.ebscohost.com
The main objective of this study is to demonstrate the integration of weather forecasts which
can lead to a significant reduction in energy costs and carbon emissions while ensuring the …

Universal Adversarial Attacks on the Raw Data From a Frequency Modulated Continuous Wave Radar

J Valtl, V Issakov - IEEE Access, 2022 - ieeexplore.ieee.org
As more and more applications rely on Artificial Intelligence (AI), it is inevitable to explore the
associated safety and security risks, especially for sensitive applications where physical …

A Review on Employing Weather Forecasts for Microgrids to Predict Solar Energy Generation with IoT and Artificial Neural Networks

MM Islam, MT Akter, HM Tahrim… - Control Systems and …, 2024 - ejournal.csol.or.id
In this study, an artificial neural network (ANN) based approach is studied about the
prediction of solar energy generation in a microgrid using weather forecasting. The ANN is …

[PDF][PDF] Preprocessing and Classification Techniques for FMCW Radar and Deep Learning Based Indoor Motion Classification

T Stadelmayer - 2024 - scholar.archive.org
This dissertation examines radar-and Deep Learning (DL)-based motion classification
systems for indoor applications. Motion classification in general can be used for various …