The Human Activity Radar Challenge: Benchmarking Based on the 'Radar Signatures of Human Activities' Dataset From Glasgow University
Radar is an extremely valuable sensing technology for detecting moving targets and
measuring their range, velocity, and angular positions. When people are monitored at home …
measuring their range, velocity, and angular positions. When people are monitored at home …
Radar human activity recognition with an attention-based deep learning network
S Huan, L Wu, M Zhang, Z Wang, C Yang - Sensors, 2023 - mdpi.com
Radar-based human activity recognition (HAR) provides a non-contact method for many
scenarios, such as human–computer interaction, smart security, and advanced surveillance …
scenarios, such as human–computer interaction, smart security, and advanced surveillance …
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 …
RETA: 4D Radar-Based End-to-End Joint Tracking and Activity Estimation for Low-Observable Pedestrian Safety in Cluttered Traffic Scenarios
Z Zhang, H Lai, D Huang, X Fang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Due to the small radar cross Section (RCS), pedestrians are typical low-observable traffic
participants for radar-based automotive perception systems. The early detection and …
participants for radar-based automotive perception systems. The early detection and …
Segmentation of micro-Doppler signatures of human sequential activities using renyi entropy
Classifying continuous sequences of human activities is a current research challenge due to
the unconstrained duration of the constituent activities. Segmentation of these sequences …
the unconstrained duration of the constituent activities. Segmentation of these sequences …
Classification of Radar Targets Based on Micro-Doppler Features Using High Frequency High Resolution Radar Signatures
S Gomez, A Johnson - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
Target classification for radar detections play a vital role in identifying unauthorized objects
which pose security threats. Modern radars have a potential to extract Micro Doppler …
which pose security threats. Modern radars have a potential to extract Micro Doppler …
Radar sensing for ambient assisted living application with artificial intelligence
Z Li - 2024 - theses.gla.ac.uk
In a time characterized by rapid technological advancements and a noticeable trend towards
an older average population, the need for automated systems to monitor movements and …
an older average population, the need for automated systems to monitor movements and …
[PDF][PDF] The Human Activity Radar Challenge: benchmarking based on the'Radar signatures of human activities' dataset from Glasgow University
T Letertre, IDH Sáenz, J Zhang, H Liang, X Wang, G Li… - napier-repository.worktribe.com