AIMC Topic: Acceleration

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Comparison of Data Preprocessing Approaches for Applying Deep Learning to Human Activity Recognition in the Context of Industry 4.0.

Sensors (Basel, Switzerland) Jul 3, 2018
According to the Industry 4.0 paradigm, all objects in a factory, including people, are equipped with communication capabilities and integrated into cyber-physical systems (CPS). Human activity recognition (HAR) based on wearable sensors provides a m...
Male Deep Learning Wearable Electronic Devices Acceleration Human Activities Humans Female Adult
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Maintaining stable transfemoral amputee gait on level, sloped and simulated uneven conditions in a virtual environment.

Disability and rehabilitation. Assistive technology Dec 24, 2017
PURPOSE: Describe and quantify how people with transfemoral amputations (TFA) maintain stable gait over a variety of surfaces; including, downhill and uphill, top and bottom-cross-slopes, medial-lateral translations, rolling hills and simulated rocky...
Postural Balance Amputees Acceleration Gait Male Humans Virtual Reality Exposure Therapy Artificial Limbs Female Middle Aged Walking Speed Adult Architectural Accessibility Biomechanical Phenomena Lower Extremity
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High-accuracy automatic classification of Parkinsonian tremor severity using machine learning method.

Physiological measurement Oct 31, 2017
MOTIVATION: Although clinical aspirations for new technology to accurately measure and diagnose Parkinsonian tremors exist, automatic scoring of tremor severity using machine learning approaches has not yet been employed.
Signal Processing, Computer-Assisted Acceleration Automation Rest Male Wearable Electronic Devices Posture Parkinson Disease Tremor Machine Learning Humans Female Aged
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UAS stealth: target pursuit at constant distance using a bio-inspired motion camouflage guidance law.

Bioinspiration & biomimetics Sep 21, 2017
The aim of this study is to derive a guidance law by which an unmanned aerial system(s) (UAS) can pursue a moving target at a constant distance, while concealing its own motion. We derive a closed-form solution for the trajectory of the UAS by imposi...
Aviation Motion Perception Spatial Navigation Physical Phenomena Biological Mimicry Robotics Algorithms Motion Animals Biomimetics Acceleration
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Measuring Functional Arm Movement after Stroke Using a Single Wrist-Worn Sensor and Machine Learning.

Journal of stroke and cerebrovascular diseases : the official journal of National Stroke Association Aug 4, 2017
BACKGROUND AND PURPOSE: Trials of restorative therapies after stroke and clinical rehabilitation require relevant and objective efficacy end points; real-world upper extremity (UE) functional use is an attractive candidate. We present a novel, inexpe...
Case-Control Studies Time Factors Health Status Predictive Value of Tests Adult Biomechanical Phenomena Male Middle Aged Activities of Daily Living Acceleration Video Recording Fitness Trackers Actigraphy Equipment Design Signal Processing, Computer-Assisted Stroke Feasibility Studies Humans Machine Learning Female Reproducibility of Results Aged Movement Upper Extremity
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Experimental and numerical studies of beetle-inspired flapping wing in hovering flight.

Bioinspiration & biomimetics May 17, 2017
In this paper, we measure unsteady forces and visualize 3D vortices around a beetle-like flapping wing model in hovering flight by experiment and numerical simulation. The measurement of unsteady forces and flow patterns around the wing were conducte...
Coleoptera Flight, Animal Wings, Animal Rotation Biomimetics Acceleration Air Animals Robotics Equipment Design Models, Biological Biomechanical Phenomena
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Flow separation on flapping and rotating profiles with spanwise gradients.

Bioinspiration & biomimetics Feb 15, 2017
The growth of leading-edge vortices (LEV) on analogous flapping and rotating profiles has been investigated experimentally. Three time-varying cases were considered: a two-dimensional reference case with a spanwise-uniform angle-of-attack variation α...
Robotics Models, Biological Rotation Acceleration Flight, Animal Wings, Animal Biomimetic Materials Biomechanical Phenomena Aviation Animals
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Fuzzy Computing Model of Activity Recognition on WSN Movement Data for Ubiquitous Healthcare Measurement.

Sensors (Basel, Switzerland) Dec 3, 2016
Ubiquitous health care (UHC) is beneficial for patients to ensure they complete therapeutic exercises by self-management at home. We designed a fuzzy computing model that enables recognizing assigned movements in UHC with privacy. The movements are m...
Humans Neural Networks, Computer Wearable Electronic Devices Models, Theoretical Fuzzy Logic Algorithms Delivery of Health Care Computer Communication Networks Signal Processing, Computer-Assisted Wireless Technology Acceleration Pattern Recognition, Automated Movement
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Why public health should embrace the autonomous car.

Australian and New Zealand journal of public health Oct 23, 2016
Automobile Driving Acceleration Public Health Automobiles Accidents, Traffic Safety Humans Artificial Intelligence Computer Simulation Risk Assessment
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Driver's behavioural changes with new intelligent transport system interventions at railway level crossings--A driving simulator study.

Accident; analysis and prevention May 6, 2015
Improving safety at railway level crossings is an important issue for the Australian transport system. Governments, the rail industry and road organisations have tried a variety of countermeasures for many years to improve railway level crossing safe...
Adult Acceleration Male Artificial Intelligence Humans Australia Computer Simulation Cooperative Behavior Automation Middle Aged Accidents, Traffic Female Head Movements Environment Design Safety Railroads Young Adult Automobile Driving
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