ArticleSensors (Basel, Switzerland)2019
Quantified Activity Measurement for Medical Use in Movement Disorders through IR-UWB Radar Sensor.
Article in Sensors (Basel, Switzerland), 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.
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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.
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Who cites it
16 citing papers in PubMed, 28 citations in OpenAlex.
- Non-contact diagnosis of obstructive sleep apnea using impulse-radio ultra-wideband radar.Scientific reports · 2020Trial
- Real-Time Radar-Based Hand Motion Recognition on FPGA Using a Hybrid Deep Learning Model.Sensors (Basel, Switzerland) · 2025Article
- Autonomous screening of infants at high risk for neurodevelopmental impairments using a radar sensor and machine learning.Scientific reports · 2025Article
- Entropy-Based Human Activity Measure Using FMCW Radar.Entropy (Basel, Switzerland) · 2025Article
- Machine learning assisted noncontact neonatal anthropometry using FMCW radar.Scientific reports · 2025Article
- Intelligent Assessment Techniques for Abnormal Movement Patterns in Neurological Disorders: Applications and Advances.Behavioural neurology · 2025Review
- Feasibility of Early Assessment for Psychological Distress: HRV-Based Evaluation Using IR-UWB Radar.Sensors (Basel, Switzerland) · 2024Article
- Vision Transformers (ViT) for Blanket-Penetrating Sleep Posture Recognition Using a Triple Ultra-Wideband (UWB) Radar System.Sensors (Basel, Switzerland) · 2023Article
- Preclinical trial of noncontact anthropometric measurement using IR-UWB radar.Scientific reports · 2022Article
- Early screening tool for developmental delay in infancy: Quantified assessment of movement asymmetry using IR-UWB radar.Frontiers in pediatrics · 2022Article
- Quantified assessment of hyperactivity in ADHD youth using IR-UWB radar.Scientific reports · 2021Article
- Wireless Body Sensor Communication Systems Based on UWB and IBC Technologies: State-of-the-Art and Open Challenges.Sensors (Basel, Switzerland) · 2020Review
- Gait Analysis in Parkinson's Disease: An Overview of the Most Accurate Markers for Diagnosis and Symptoms Monitoring.Sensors (Basel, Switzerland) · 2020Review
- An Overview of Signal Processing Techniques for Remote Health Monitoring Using Impulse Radio UWB Transceiver.Sensors (Basel, Switzerland) · 2020Review
- Lane Detection Method with Impulse Radio Ultra-Wideband Radar and Metal Lane Reflectors.Sensors (Basel, Switzerland) · 2020Article
- Feasibility of non-contact cardiorespiratory monitoring using impulse-radio ultra-wideband radar in the neonatal intensive care unit.PloS one · 2020Article
Corrections and comments
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Authors and funding
9 authors at 2 institutions in 1 country.
Funding
Abstract
Movement disorders, such as Parkinson's disease, dystonia, tic disorder, and attention-deficit/hyperactivity disorder (ADHD) are clinical syndromes with either an excess of movement or a paucity of voluntary and involuntary movements. As the assessment of most movement disorders depends on subjective rating scales and clinical observations, the objective quantification of activity remains a challenging area. The purpose of our study was to verify whether an impulse radio ultra-wideband (IR-UWB) radar sensor technique is useful for an objective measurement of activity. Thus, we proposed an activity measurement algorithm and quantitative activity indicators for clinical assistance, based on IR-UWB radar sensors. The received signals of the sensor are sufficiently sensitive to measure heart rate, and multiple sensors can be used together to track the positions of people. To measure activity using these two features, we divided movement into two categories. For verification, we divided these into several scenarios, depending on the amount of activity, and compared with an actigraphy sensor to confirm the clinical feasibility of the proposed indicators. The experimental environment is similar to the environment of the comprehensive attention test (CAT), but with the inclusion of the IR-UWB radar. The experiment was carried out, according to a predefined scenario. Experiments demonstrate that the proposed indicators can measure movement quantitatively, and can be used as a quantified index to clinically record and compare patient activity. Therefore, this study suggests the possibility of clinical application of radar sensors for standardized diagnosis.
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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.