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Advancements in Radar Point Cloud Generation and Usage in Context of Healthcare and Assisted Living Domain: A Review
Point clouds (PCs) are ubiquitous data representation schemas in complex tasks related to
semantic segmentation and scene understanding. Contrary to vision-based approaches …
semantic segmentation and scene understanding. Contrary to vision-based approaches …
Radar‐based human activity recognition using denoising techniques to enhance classification accuracy
Radar‐based human activity recognition is considered as a competitive solution for the
elderly care health monitoring problem, compared to alternative techniques such as …
elderly care health monitoring problem, compared to alternative techniques such as …
A holistic human activity recognition optimisation using AI techniques
Building on previous radar‐based human activity recognition (HAR), we expand the micro‐
Doppler signature to 6 domains and exploit each domain with a set of handcrafted features …
Doppler signature to 6 domains and exploit each domain with a set of handcrafted features …
Self-attention CNN based indoor human events detection with UWB radar
In the era of smart homes and healthcare automation, the ability to accurately monitor and
detect indoor human activities is paramount. Ultra-wideband (UWB) radar has emerged as a …
detect indoor human activities is paramount. Ultra-wideband (UWB) radar has emerged as a …
Corruption robustness analysis of radar micro-doppler classification for human activity recognition
Radar-based human activity recognition (HAR) is a popular area of research. Despite claims
of high accuracy on self-collected datasets, the robustness of these models under data …
of high accuracy on self-collected datasets, the robustness of these models under data …
Improving human activity classification based on micro-doppler signatures of FMCW radar with the effect of noise
Nowadays, classifying human activities is applied in many essential fields, such as
healthcare, security monitoring, and search and rescue missions. Radar sensor-based …
healthcare, security monitoring, and search and rescue missions. Radar sensor-based …
[HTML][HTML] Radar gait recognition using Dual-branch Swin Transformer with Asymmetric Attention Fusion
Video-based gait recognition suffers from potential privacy issues and performance
degradation due to dim environments, partial occlusions, or camera view changes. Radar …
degradation due to dim environments, partial occlusions, or camera view changes. Radar …
Differentially private integrated decision gradients (idg-dp) for radar-based human activity recognition
Human motion analysis offers significant potential for healthcare monitoring and early
detection of diseases. The advent of radar-based sensing systems has captured the …
detection of diseases. The advent of radar-based sensing systems has captured the …
Radar sensing in healthcare: Challenges and achievements in human activity classification & vital signs monitoring
Driven by its contactless sensing capabilities and the lack of optical images being recorded,
radar technology has been recently investigated in the context of human healthcare. This …
radar technology has been recently investigated in the context of human healthcare. This …
3M: Measuring Vital Signs with Markov-Gauss Model
Measuring vital signs (VS) contained in the echoes is crucial to the analyses of breathing
and heartbeat signals using medical radar. Although many advanced signal processing …
and heartbeat signals using medical radar. Although many advanced signal processing …