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 …

Human activity signatures captured under different directions using SISO and MIMO radar systems

S Waqar, M Muaaz, M Pätzold - Applied Sciences, 2022 - mdpi.com
In this paper, we highlight and resolve the shortcomings of single-input single-output (SISO)
millimeter wave (mm-Wave) radar systems for human activity recognition (HAR). A 2× 2 …

Interchannel interference and mitigation in distributed MIMO RF sensing

S Waqar, M Pätzold - Sensors, 2021 - mdpi.com
In this paper, we analyze and mitigate the cross-channel interference, which is found in
multiple-input multiple-output (MIMO) radio frequency (RF) sensing systems. For a millimeter …

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 …

Beamforming investigation for wireless communication at 60 GHz

S Gautam, TR Rao - 2017 International Conference on …, 2017 - ieeexplore.ieee.org
With the current scenario of increasing number of cell phone users, wireless communication
technology is certain to demand more channel capacity and higher data rates with less …

Impacts of phase noise on the performance of adaptive side-lobe cancellation system

M Zhou, Q Wang, F He, Y Zhang… - 2021 IEEE 4th …, 2021 - ieeexplore.ieee.org
Adaptive side-lobe cancellation (SLC) is an effective means of anti-jamming in
communication systems. To realize SLC in digital domain, down-conversion is required to …

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 …

A MUD-enhanced multi-beam approach for increasing throughput of dense wireless networks

B Ehlers, AS Gupta, R Learned - IEEE Sensors Journal, 2020 - ieeexplore.ieee.org
Uncoordinated random access (URA) wireless communication schemes provide an
attractive framework to enable the necessary communication backbone for the advancement …

Dominating Radiation Intensity of Linear Array Antenna

EUT Al-Shabkhoon - 2019 2nd International Conference on …, 2019 - ieeexplore.ieee.org
A traditional mathematical steps were applied in order to eliminate the effect of diffraction in
Fresnel region and side lobes of array antenna in Fraunhofer region. Steps that taken here …