The Human Activity Radar Challenge: Benchmarking Based on the 'Radar Signatures of Human Activities' Dataset From Glasgow University

S Yang, J Le Kernec, O Romain… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
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 …

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 …

A holistic human activity recognition optimisation using AI techniques

Z Li, Y Liu, B Liu, J Le Kernec… - IET Radar, Sonar & …, 2024 - Wiley Online Library
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 …

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 …

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 …

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 …

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 …