AIMC Topic: Radar

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FMCW Radar Human Action Recognition Based on Asymmetric Convolutional Residual Blocks.

Sensors (Basel, Switzerland) Jul 15, 2024
Human action recognition based on optical and infrared video data is greatly affected by the environment, and feature extraction in traditional machine learning classification methods is complex; therefore, this paper proposes a method for human acti...
Radar Algorithms Neural Networks, Computer Deep Learning Machine Learning Pattern Recognition, Automated Humans Human Activities
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mmWave-RM: A Respiration Monitoring and Pattern Classification System Based on mmWave Radar.

Sensors (Basel, Switzerland) Jul 2, 2024
Breathing is one of the body's most basic functions and abnormal breathing can indicate underlying cardiopulmonary problems. Monitoring respiratory abnormalities can help with early detection and reduce the risk of cardiopulmonary diseases. In this s...
Neural Networks, Computer Support Vector Machine Signal Processing, Computer-Assisted Respiration Humans Monitoring, Physiologic Radar Algorithms
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Ultra-Wide Band Radar Empowered Driver Drowsiness Detection with Convolutional Spatial Feature Engineering and Artificial Intelligence.

Sensors (Basel, Switzerland) Jun 9, 2024
Driving while drowsy poses significant risks, including reduced cognitive function and the potential for accidents, which can lead to severe consequences such as trauma, economic losses, injuries, or death. The use of artificial intelligence can enab...
Radar Machine Learning Algorithms Support Vector Machine Automobile Driving Neural Networks, Computer Artificial Intelligence Humans
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Identification of Respiratory Pauses during Swallowing by Unconstrained Measuring Using Millimeter Wave Radar.

Sensors (Basel, Switzerland) Jun 9, 2024
Breathing temporarily pauses during swallowing, and the occurrence of inspiration before and after these pauses may increase the likelihood of aspiration, a serious health problem in older adults. Therefore, the automatic detection of these pauses wi...
Machine Learning Female Humans Male Respiration Deglutition Young Adult Adult Radar
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Emergency Response Person Localization and Vital Sign Estimation Using a Semi-Autonomous Robot Mounted SFCW Radar.

IEEE transactions on bio-medical engineering May 20, 2024
The large number and scale of natural and man-made disasters have led to an urgent demand for technologies that enhance the safety and efficiency of search and rescue teams. Semi-autonomous rescue robots are beneficial, especially when searching inac...
Rescue Work Robotics Algorithms Equipment Design Humans Vital Signs Monitoring, Physiologic Signal Processing, Computer-Assisted Radar
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ECG waveform generation from radar signals: A deep learning perspective.

Computers in biology and medicine May 11, 2024
Cardiovascular diagnostics relies heavily on the ECG (ECG), which reveals significant information about heart rhythm and function. Despite their significance, traditional ECG measures employing electrodes have limitations. As a result of extended ele...
Humans Deep Learning Electrocardiography Signal Processing, Computer-Assisted Radar
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Enhanced PRIM recognition using PRI sound and deep learning techniques.

PloS one May 1, 2024
Pulse repetition interval modulation (PRIM) is integral to radar identification in modern electronic support measure (ESM) and electronic intelligence (ELINT) systems. Various distortions, including missing pulses, spurious pulses, unintended jitters...
Radar Algorithms Deep Learning Sound Pattern Recognition, Automated Neural Networks, Computer
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Human Activity Recognition Based on Deep Learning and Micro-Doppler Radar Data.

Sensors (Basel, Switzerland) Apr 15, 2024
Activity recognition is one of the significant technologies accompanying the development of the Internet of Things (IoT). It can help in recording daily life activities or reporting emergencies, thus improving the user's quality of life and safety, a...
Humans Neural Networks, Computer Algorithms Human Activities Radar Deep Learning Internet of Things
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Heart Rate Variability Monitoring Based on Doppler Radar Using Deep Learning.

Sensors (Basel, Switzerland) Mar 22, 2024
The potential of microwave Doppler radar in non-contact vital sign detection is significant; however, prevailing radar-based heart rate (HR) and heart rate variability (HRV) monitoring technologies often necessitate data lengths surpassing 10 s, lead...
Deep Learning Heart Rate Algorithms Radar Heart Rate Determination
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A benchmarking protocol for SAR colorization: From regression to deep learning approaches.

Neural networks : the official journal of the International Neural Network Society Nov 8, 2023
Synthetic aperture radar (SAR) images are widely used in remote sensing. Interpreting SAR images can be challenging due to their intrinsic speckle noise and grayscale nature. To address this issue, SAR colorization has emerged as a research direction...
Radar Deep Learning Knowledge
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