ArticleSensors (Basel, Switzerland)2017
A Detailed Algorithm for Vital Sign Monitoring of a Stationary/Non-Stationary Human through IR-UWB Radar.
Article in Sensors (Basel, Switzerland), 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 42 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
42 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Systematic Literature Review Regarding Heart Rate and Respiratory Rate Measurement by Means of Radar Technology.Sensors (Basel, Switzerland) · 2024Pooled it
- Non-contact diagnosis of obstructive sleep apnea using impulse-radio ultra-wideband radar.Scientific reports · 2020Trial
- Mask-Aware Spatiotemporal Classification of Millimeter-Wave Radar Point Cloud Sequences Using DGCNN and Transformer for Child-Pet Recognition in Enclosed Spaces.Sensors (Basel, Switzerland) · 2026Article
- Feasibility of Radar Vital Sign Monitoring Using Multiple Range Bin Selection.Sensors (Basel, Switzerland) · 2025Article
- Respiratory Rate Sensing for a Non-Stationary Human Assisted by Motion Detection.Sensors (Basel, Switzerland) · 2025Article
- Innovative Seatbelt-Integrated Metasurface Radar for Enhanced In-Car Healthcare Monitoring.Sensors (Basel, Switzerland) · 2024Article
- Deep Kronecker LeNet for human motion classification with feature extraction.Scientific reports · 2024Article
- Enhancing Road Safety: Fast and Accurate Noncontact Driver HRV Detection Based on Huber-Kalman and Autocorrelation Algorithms.Biomimetics (Basel, Switzerland) · 2024Article
- Evaluation of Lateral Radar Positioning for Vital Sign Monitoring: An Empirical Study.Sensors (Basel, Switzerland) · 2024Article
- Introducing the Pi-CON Methodology to Overcome Usability Deficits during Remote Patient Monitoring.Sensors (Basel, Switzerland) · 2024Review
- Contactless Heart and Respiration Rates Estimation and Classification of Driver Physiological States Using CW Radar and Temporal Neural Networks.Sensors (Basel, Switzerland) · 2023Article
- Few-Shot User-Adaptable Radar-Based Breath Signal Sensing.Sensors (Basel, Switzerland) · 2023Article
- Noncontact assessment for fatigue based on heart rate variability using IR-UWB radar.Scientific reports · 2022Article
- Non-Contact Breathing Monitoring Using Sleep Breathing Detection Algorithm (SBDA) Based on UWB Radar Sensors.Sensors (Basel, Switzerland) · 2022Article
- A Real-Time Respiration Monitoring and Classification System Using a Depth Camera and Radars.Frontiers in physiology · 2022Article
- Contactless Simultaneous Breathing and Heart Rate Detections in Physical Activity Using IR-UWB Radars.Sensors (Basel, Switzerland) · 2021Article
- Non-Invasive Driver Drowsiness Detection System.Sensors (Basel, Switzerland) · 2021Article
- A Novel Electrically Small Ground-Penetrating Radar Patch Antenna with a Parasitic Ring for Respiration Detection.Sensors (Basel, Switzerland) · 2021Article
- The Overview of Human Localization and Vital Sign Signal Measurement Using Handheld IR-UWB Through-Wall Radar.Sensors (Basel, Switzerland) · 2021Review
- Non-contact Sleep/Wake Monitoring Using Impulse-Radio Ultrawideband Radar in Neonates.Frontiers in pediatrics · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The vital sign monitoring through Impulse Radio Ultra-Wide Band (IR-UWB) radar provides continuous assessment of a patient's respiration and heart rates in a non-invasive manner. In this paper, IR UWB radar is used for monitoring respiration and the human heart rate. The breathing and heart rate frequencies are extracted from the signal reflected from the human body. A Kalman filter is applied to reduce the measurement noise from the vital signal. An algorithm is presented to separate the heart rate signal from the breathing harmonics. An auto-correlation based technique is applied for detecting random body movements (RBM) during the measurement process. Experiments were performed in different scenarios in order to show the validity of the algorithm. The vital signs were estimated for the signal reflected from the chest, as well as from the back side of the body in different experiments. The results from both scenarios are compared for respiration and heartbeat estimation accuracy.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.