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A review of emerging electromagnetic-acoustic sensing techniques for healthcare monitoring
Conventional electromagnetic (EM) sensing techniques such as radar and LiDAR are widely
used for remote sensing, vehicle applications, weather monitoring, and clinical monitoring …
used for remote sensing, vehicle applications, weather monitoring, and clinical monitoring …
Radar networks: A review of features and challenges
SH Javadi, A Farina - Information fusion, 2020 - Elsevier
Networks of multiple radars are typically used for improving the coverage and tracking
accuracy. Recently, such networks have facilitated deployment of commercial radars for …
accuracy. Recently, such networks have facilitated deployment of commercial radars for …
Signal processing for TDM MIMO FMCW millimeter-wave radar sensors
In this tutorial paper, we systematically present the fundamental operating principles and
analytical details of the discrete Fourier transform based signal processing techniques for …
analytical details of the discrete Fourier transform based signal processing techniques for …
Privacy and security concerns in IoT-based healthcare systems
Abstract The Internet of Things (IoT) Healthcare system has become one of the most
indispensable parts of human lives, and this has dramatically increased the medical …
indispensable parts of human lives, and this has dramatically increased the medical …
Continuous human activity classification from FMCW radar with Bi-LSTM networks
Recognition of human movements with radar for ambient activity monitoring is a developed
area of research that yet presents outstanding challenges to address. In real environments …
area of research that yet presents outstanding challenges to address. In real environments …
Bi-LSTM network for multimodal continuous human activity recognition and fall detection
This paper presents a framework based on multilayer bi-LSTM network (bidirectional Long
Short-Term Memory) for multimodal sensor fusion to sense and classify daily activities' …
Short-Term Memory) for multimodal sensor fusion to sense and classify daily activities' …
Applications of microwaves in medicine
Advances and updates in medical applications utilizing microwave techniques and
technologies are reviewed in this paper. The article aims to provide an overview of enablers …
technologies are reviewed in this paper. The article aims to provide an overview of enablers …
Semisupervised human activity recognition with radar micro-Doppler signatures
Human activity recognition (HAR) plays a vital role in many applications, such as
surveillance, in-home monitoring, and health care. Portable radar sensor has been …
surveillance, in-home monitoring, and health care. Portable radar sensor has been …
Sparsity-based human activity recognition with PointNet using a portable FMCW radar
C Ding, L Zhang, H Chen, H Hong… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
Radar-based solutions have attracted great attention in human activity recognition (HAR) for
their advantages in accuracy, robustness, and privacy protection. The conventional …
their advantages in accuracy, robustness, and privacy protection. The conventional …
Fall detection with UWB radars and CNN-LSTM architecture
Fall detection is a major challenge for researchers. Indeed, a fall can cause injuries such as
femoral neck fracture, brain hemorrhage, or skin burns, leading to significant pain. However …
femoral neck fracture, brain hemorrhage, or skin burns, leading to significant pain. However …