End-to-End Dynamic Gesture Recognition Using MmWave Radar
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3199411
Abstract: Millimeter-wave (mmWave) radar sensors are a promising modality for gesture recognition as they can overcome several limitations of optic sensors typically used for gesture recognition. These limitations include cost, battery consumption, and privacy concerns. This… read more here.
Keywords: end end; gesture; gesture recognition; mmwave radar ... See more keywords
HeartPrint: Exploring a Heartbeat-Based Multiuser Authentication With Single mmWave Radar
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2022.3196143
Abstract: Continuous authentication is crucial for protecting user’s privacy throughout their login session. Existing studies employ wireless sensing technologies to provide device-free and unobtrusive authentication; the user’s behavior is continually assessed without their direct involvement until… read more here.
Keywords: authentication; heartprint; multiuser authentication; heartbeat ... See more keywords
mmFall: Fall Detection Using 4-D mmWave Radar and a Hybrid Variational RNN AutoEncoder
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Automation Science and Engineering"
DOI: 10.1109/tase.2020.3042158
Abstract: In this paper we propose mmFall - a novel fall detection system, which comprises of (i) the emerging millimeter-wave (mmWave) radar sensor to collect the human body's point cloud along with the body centroid, and… read more here.
Keywords: autoencoder; fall; detection; fall detection ... See more keywords
Fast Single-Snapshot DOA Estimation of Coherent Sources for Distributed mmWave Radar System
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Circuits and Systems II: Express Briefs"
DOI: 10.1109/tcsii.2022.3168565
Abstract: This brief considers the Direction of Arrival (DOA) estimation for Distributed mmWave Radar System (DmmWRS) in the presence of coherent sources and a single snapshot. To this end, the large virtual aperture is firstly derived… read more here.
Keywords: doa estimation; mmwave radar; radar; radar system ... See more keywords
Radar2: Passive Spy Radar Detection and Localization Using COTS mmWave Radar
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Information Forensics and Security"
DOI: 10.1109/tifs.2023.3268880
Abstract: Millimeter-wave (mmWave) radars have found applications in a wide range of domains, including human tracking, health monitoring, and autonomous driving, for their unobtrusive nature and high range accuracy. These capabilities, however, if used for malicious… read more here.
Keywords: spy radar; radar detection; spy; mmwave radar ... See more keywords
A Novel Radar Point Cloud Generation Method for Robot Environment Perception
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Robotics"
DOI: 10.1109/tro.2022.3185831
Abstract: Millimeter-wave (mmWave) radar has been widely used in autonomous driving due to its good performance under harsh weather conditions. In recent years, with the development of mmWave radar hardware performance, radar point clouds, as an… read more here.
Keywords: point clouds; radar point; mmwave radar; radar ... See more keywords