People walking classification using automotive radar

L Senigagliesi, G Ciattaglia, A De Santis, E Gambi - Electronics, 2020 - mdpi.com
Automotive radars are able to guarantee high performances at the expenses of a relatively
low cost, and recently their application has been extended to several fields in addition to the …

Classification of human activities based on automotive radar spectral images using machine learning techniques: a case study

L Senigagliesi, G Ciattaglia, D Disha… - 2022 IEEE radar …, 2022 - ieeexplore.ieee.org
Target detection and classification is a very important topic in automotive environments, in
order to effectively support the automatic driving systems. However, well known …

Ground target classification using mmWave radar with bidirectional long short-term memory networks

O Gunes, M Ege, Ö Morgül - Journal of Applied Remote …, 2022 - spiedigitallibrary.org
We propose an approach for millimeter wave radar targets classification based on the
concatenated spectrogram and range-Doppler features. A publicly available dataset that …

Human activity classification with deep learning using FMCW radar

M Ege - 2022 - search.proquest.com
Abstract Human Activity Recognition (HAR) has recently attracted academic research
attention and is used for purposes such as healthcare systems, surveillance-based security …

Contactless measurement of physiological parameters

G Ciattaglia, L Senigagliesi… - 2019 IEEE 9th …, 2019 - ieeexplore.ieee.org
The possibility of remote measurement of vital parameters makes it possible to implement
telemedicine systems. However these systems are of particular interest for subjects who …

mmWave Radar Features Extraction of Drones for Machine Learning Classification

G Ciattaglia, G Temperini, S Spinsante… - 2021 IEEE 8th …, 2021 - ieeexplore.ieee.org
With the progressive reduction of cost, in the market it is possible to find a very large
assortment of Unmanned Aerial Vehicles (UAV) that are used in general for non-warlike …

[PDF][PDF] Problematiche di classificazione di tracciati radar

A MARTINELLI - 2018 - tesi.univpm.it
I Radar, oltre ad essere dispositivi elettronici estremamente interessanti per via della loro
utilità, sono oggi uno strumento innovativo da non sottovalutare. Infatti sebbene siano …