Radar‐based summer precipitation climatology of the Czech Republic
Sign Up to like & getrecommendations! Published in 2018 at "International Journal of Climatology"
DOI: 10.1002/joc.5202
Abstract: To assess the climatology of the Czech Republic (CR) with a high spatial (1 km) resolution, this study uses radar-based precipitation data collected over the summer seasons of a 10-year period (2002–2011). Radar reflectivity data were… read more here.
Keywords: radar based; precipitation; climatology; czech republic ... See more keywords
Radar-based Characteristics and Formation Environment of Supercells in the Landfalling Typhoon Mujigae in 2015
Sign Up to like & getrecommendations! Published in 2021 at "Advances in Atmospheric Sciences"
DOI: 10.1007/s00376-021-1013-2
Abstract: This study presents the radar-based characteristics and formation environment of supercells spawned by the tornadic landfalling Typhoon Mujigae in October 2015. More than 100 supercells were identified within a 24-hour period around the time of… read more here.
Keywords: radar based; typhoon; based characteristics; environment supercells ... See more keywords
Radar-Based Heart Sound Detection
Sign Up to like & getrecommendations! Published in 2018 at "Scientific Reports"
DOI: 10.1038/s41598-018-29984-5
Abstract: This paper introduces heart sound detection by radar systems, which enables touch-free and continuous monitoring of heart sounds. The proposed measurement principle entails two enhancements in modern vital sign monitoring. First, common touch-based auscultation with… read more here.
Keywords: heart sound; radar based; heart; radar ... See more keywords
The effect of altitude on the uncertainty of radar-based precipitation estimates over Switzerland
Sign Up to like & getrecommendations! Published in 2023 at "International Journal of Remote Sensing"
DOI: 10.1080/01431161.2023.2203339
Abstract: ABSTRACT Despite high spatial coverage, radar-based Quantitative Precipitation Estimates (QPE) are affected by different sources of errors. Regardless of various techniques to merge these estimates with rain gauges, some errors still remain in the final… read more here.
Keywords: effect; radar based; correlation; radar ... See more keywords
Few-Shot User-definable Radar-based Hand Gesture Recognition at the Edge
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3155124
Abstract: Technological advances and scalability are leading Human-Computer Interaction (HCI) to evolve towards intuitive forms, such as through gesture recognition. Among the various interaction strategies, radar-based recognition is emerging as a touchless, privacy-secure, and versatile solution… read more here.
Keywords: recognition; radar based; gesture recognition; hand ... See more keywords
Radar-Based Soft Fall Detection Using Pattern Contour Vector
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2022.3213693
Abstract: The Internet of Things (IoT) technologies reserves a large latent capacity in dealing with the emerging fall detection problem of elder people. The radar-based IoT methods are considered one of the optimum solutions to indoor… read more here.
Keywords: fall; soft fall; using pattern; radar based ... See more keywords
Human Motion Recognition Using Doppler Radar Based on Semi-Supervised Learning
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2022.3173951
Abstract: Fully supervised deep learning has achieved great success in many fields, but its performance is often hindered by the abundance and quantity of available labeled training data. In the field of radar-based human motion recognition… read more here.
Keywords: based semi; motion recognition; radar based; radar ... See more keywords
Radar-based Materials Classification Using Deep Wavelet Scattering Transform: A Comparison of Centimetre vs. Millimetre Wave Units
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Robotics and Automation Letters"
DOI: 10.1109/lra.2022.3143200
Abstract: Radar-based materials detection received significant attention in recent years for its potential inclusion in consumer and industrial applications like object recognition for grasping and manufacturing quality assurance and control. Several radar publications were developed for… read more here.
Keywords: classification; wavelet scattering; based materials; radar based ... See more keywords
Radar-Based Human Activity Recognition Under the Limited Measurement Data Support Using Domain Translation
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Signal Processing Letters"
DOI: 10.1109/lsp.2022.3207948
Abstract: In recent years, radar-based human activity recognition has received considerable interest, but it faces the difficulty of a shortage of training data. In this research, a two-stage domain adaption method is proposed for this issue.… read more here.
Keywords: domain; human activity; radar based; activity recognition ... See more keywords
Radar-Based Human Activity Recognition Combining Range–Time–Doppler Maps and Range-Distributed-Convolutional Neural Networks
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2022.3162833
Abstract: Recently, radar-based human activity recognition (HAR) has attracted the attention of researchers as it has been proven that a deep learning (DL) model can be automatically determined by learning a radar dataset. However, unlike general… read more here.
Keywords: recognition; radar based; range; model ... See more keywords
Radar-based remote physiological sensing: Progress, challenges, and opportunities
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Physiology"
DOI: 10.3389/fphys.2022.955208
Abstract: Modern microwave Doppler radar-based physiological sensing is playing an important role in healthcare applications and during the last decade, there has been a significant advancement in this non-contact respiration sensing technology. The advantages of contactless,… read more here.
Keywords: remote physiological; based remote; radar based; sensing progress ... See more keywords