Data Augmentation to Address Various Rotation Errors of Wearable Sensors for Robust Pre-impact Fall Detection

Event Reconstructing Adaptive Spectral Evaluation (ERASE) Approach to Removing Noise in Structural Acceleration Signals

(2022) Y. MejiaCruz et al.   EXPERIMENTAL TECHNIQUES

Early mobility after fragility hip fracture: a mixed methods embedded case study

(2021) Lynn Haslam-Larmer et al.   BMC Geriatrics

Comparative Analysis of Machine Learning Techniques for Temperature Compensation in Microwave Sensors

(2021) Nazli Kazemi et al.   IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES

A Large-Scale Open Motion Dataset (KFall) and Benchmark Algorithms for Detecting Pre-impact Fall of the Elderly Using Wearable Inertial Sensors

(2021) Xiaoqun Yu et al.   Frontiers in Aging Neuroscience

Enhanced Algorithm for the Detection of Preimpact Fall for Wearable Airbags

(2020) Haneul Jung et al.   SENSORS

A Novel Hybrid Deep Neural Network to Predict Pre-impact Fall for Older People Based on Wearable Inertial Sensors

(2020) Xiaoqun Yu et al.   Frontiers in Bioengineering and Biotechnology

Evaluation of Inertial Sensor-Based Pre-Impact Fall Detection Algorithms Using Public Dataset

(2019) Soonjae Ahn et al.   SENSORS

Machine Learning-Based Pre-Impact Fall Detection Model to Discriminate Various Types of Fall

(2019) Tae Hyong Kim et al.   JOURNAL OF BIOMECHANICAL ENGINEERING-TRANSACTIONS OF THE ASME

Times-series data augmentation and deep learning for construction equipment activity recognition

(2019) Khandakar M. Rashid et al.   ADVANCED ENGINEERING INFORMATICS

Fall detection and fall risk assessment in older person using wearable sensors: A systematic review

(2019) Patricia Bet et al.   INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

Using Data Augmentation in Continuous Authentication on Smartphones

(2018) Yantao Li et al.   IEEE Internet of Things Journal

Orientation Independent Activity/Gesture Recognition Using Wearable Motion Sensors

(2018) Jian Wu et al.   IEEE Internet of Things Journal

A Fusion Method for Combining Low-Cost IMU/Magnetometer Outputs for Use in Applications on Mobile Devices

(2018) Photis Patonis et al.   SENSORS

Optimization of a Pre-impact Fall Detection Algorithm and Development of Hip Protection Airbag System

(2018) Soonjae Ahn et al.   SENSORS AND MATERIALS

Robust Ultra-High Resolution Microwave Planar Sensor Using Fuzzy Neural Network Approach

(2017) Mohammad Abdolrazzaghi et al.   IEEE SENSORS JOURNAL

Activity Recognition Invariant to Sensor Orientation with Wearable Motion Sensors

(2017) et al.   SENSORS

SisFall: A Fall and Movement Dataset

(2017) Angela Sucerquia et al.   SENSORS

A Low-Power Fall Detector Balancing Sensitivity and False Alarm Rate

(2017) Changhong Wang et al.   IEEE Journal of Biomedical and Health Informatics

Pre-impact fall detection

(2016) Xinyao Hu et al.   Biomedical Engineering Online

An Analysis on Sensor Locations of the Human Body for Wearable Fall Detection Devices: Principles and Practice

(2016) Ahmet Özdemir   SENSORS

Sensor Placement Variations in Wearable Activity Recognition

(2014) Kai Kunze et al.   IEEE PERVASIVE COMPUTING

Challenges, issues and trends in fall detection systems

(2013) Raul Igual et al.   Biomedical Engineering Online

More than half of hip fracture patients do not regain mobility in the first postoperative year

(2012) Anne JH Vochteloo et al.   Geriatrics & Gerontology International

Unsupervised adaptation for acceleration-based activity recognition: robustness to sensor displacement and rotation

(2011) Ricardo Chavarriaga et al.   Personal and Ubiquitous Computing

A method to deal with installation errors of wearable accelerometers for human activity recognition

(2011) Ming Jiang et al.   PHYSIOLOGICAL MEASUREMENT

A Wearable Airbag to Prevent Fall Injuries

(2009) T. Tamura et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

A wearable system for pre-impact fall detection

(2008) M.N. Nyan et al.   JOURNAL OF BIOMECHANICS