Orientation-independent human activity recognition using complementary radio frequency sensing

M Muaaz, S Waqar, M Pätzold - Sensors, 2023 - mdpi.com
RF sensing offers an unobtrusive, user-friendly, and privacy-preserving method for detecting
accidental falls and recognizing human activities. Contemporary RF-based HAR systems …

Direction-independent human activity recognition using a distributed MIMO radar system and deep learning

S Waqar, M Muaaz, M Pätzold - IEEE Sensors Journal, 2023 - ieeexplore.ieee.org
Modern monostatic radar-based human activity recognition (HAR) systems perform very well
as long as the direction of human activities is either toward or away from the radar. The …

A simulation-based framework for the design of human activity recognition systems using radar sensors

S Waqar, M Pätzold - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
Modern human activity recognition (HAR) systems are designed using large amounts of
experimental data. So far, real-data-driven or experimental-based HAR systems using Wi-Fi …

Dilemmas and directions of real-time detecting trapped individuals using ultra-wideband radar in building fire rescue

S Wang, W Weng - Frequenz, 2023 - degruyter.com
The crucial component of a successful building fire rescue is detecting trapped individuals
efficiently and supporting firefighters in planning rescue and evacuation routes …

3D Pain Face Expression Recognition Using a ML-MIMO Radar Profiler

MJ Lopez, C Palacios-Arias, J Romeu… - IEEE …, 2024 - ieeexplore.ieee.org
This study proposes a new method for the detection of facial expressions of pain using a 3D
profiler that combines a multiple-input-multiple-output (MIMO) radar system with a machine …

A Paradigm Shift from an Experimental-Based to a Simulation-Based Framework Using Motion-Capture Driven MIMO Radar Data Synthesis

S Waqar, M Muaaz, S Sigg, M Pätzold - IEEE Sensors Journal, 2024 - ieeexplore.ieee.org
The development of radar-based classifiers driven by empirical data can be highly
demanding and expensive due to the unavailability of radar data. In this article, we introduce …

RMVS: Remote Monitoring of Vital Signs with mm-Wave Radar

Z Hao, H Yan, X Dang, Z Ma, W Ke, P ** - … of the 1st ACM Workshop on …, 2022 - dl.acm.org
Indoor vital signs monitoring is beneficial for people's healthy life. However, the monitoring
distance limits most existing mm-wave radar-based vital signs monitoring methods …

[PDF][PDF] Activity Detection Using RF and Sensor Data Fusion

M Krovvidi - 2024 - kilthub.cmu.edu
This master's thesis addresses the need to enhance activity recognition for monitoring and
guidance in health and wellness applications. Despite the growing expectations, the …

A Simulation-Based Framework for the Design of Direction-Independent Human Activity Recognition Systems Using Radar Sensors

S Waqar - Doctoral dissertations at University of Agder, 2024 - uia.brage.unit.no
Human activity recognition (HAR) systems play an important role in understanding and
interpreting human movements across various domains, with applications ranging from …

The Impact of Human Movement on the Channel Characteristics for Ship Cabin Scenario

H **e, M Dong, Z Wang, X Yang, C Li… - 2024 9th International …, 2024 - ieeexplore.ieee.org
In order to explore the radio wave propagation law of the smart ship scene, it is essential to
deeply research the wireless channel characteristics in the cabin scene. In this paper, a …