Inertial-Based Human Motion Capture: A Technical Summary of Current Processing Methodologies for Spatiotemporal and Kinematic Measures

Inertial Sensor-Based Motion Tracking in Football with Movement Intensity Quantification

(2020) Erik Wilmes et al.   SENSORS

Sport Biomechanics Applications Using Inertial, Force, and EMG Sensors: A Literature Overview

(2020) Juri Taborri et al.   Applied Bionics and Biomechanics

Measurement of lower-limb asymmetry in professional rugby league: a technical note describing the use of inertial measurement units

(2020) Daniel J. Glassbrook et al.   PeerJ

Validation of Spatiotemporal and Kinematic Measures in Functional Exercises Using a Minimal Modeling Inertial Sensor Methodology

(2020) Benjamin R. Hindle et al.   SENSORS

Gait Activity Classification on Unbalanced Data from Inertial Sensors Using Shallow and Deep Learning

(2020) Irvin Hussein Lopez-Nava et al.   SENSORS

Validity of inertial sensor based 3D joint kinematics of static and dynamic sport and physiotherapy specific movements

(2019) Wolfgang Teufl et al.   PLoS One

Validity and Reliability of Wearable Sensors for Joint Angle Estimation: A Systematic Review

(2019) Isabelle Poitras et al.   SENSORS

Comparing inertial measurement units and marker-based biomechanical models during dynamic rotation of the torso

(2019) Sara M. Brice et al.   European Journal of Sport Science

Real-time human activity recognition from accelerometer data using Convolutional Neural Networks

(2018) Andrey Ignatov   APPLIED SOFT COMPUTING

Accuracy of human motion capture systems for sport applications; state-of-the-art review

(2018) Eline van der Kruk et al.   European Journal of Sport Science

Concurrent validation of an inertial measurement system to quantify kicking biomechanics in four football codes

(2018) Stephanie Blair et al.   JOURNAL OF BIOMECHANICS

A practical step length algorithm using lower limb angular velocities

(2018) E. Allseits et al.   JOURNAL OF BIOMECHANICS

Gait evaluation using inertial measurement units in subjects with Parkinson’s disease

(2018) Matteo Zago et al.   JOURNAL OF ELECTROMYOGRAPHY AND KINESIOLOGY

Joint Center Estimation Using Single-Frame Optimization: Part 1: Numerical Simulation

(2018) Eric Frick et al.   SENSORS

IMU-to-Segment Assignment and Orientation Alignment for the Lower Body Using Deep Learning

(2018) Tobias Zimmermann et al.   SENSORS

An Auto-Calibrating Knee Flexion-Extension Axis Estimator Using Principal Component Analysis with Inertial Sensors

(2018) Timothy McGrath et al.   SENSORS

Elbow joint kinematics during cricket bowling using magneto-inertial sensors: A feasibility study

(2018) Denny Wells et al.   JOURNAL OF SPORTS SCIENCES

Joint Center Estimation Using Single-Frame Optimization: Part 2: Experimentation

(2018) Eric Frick et al.   SENSORS

Towards Inertial Sensor Based Mobile Gait Analysis: Event-Detection and Spatio-Temporal Parameters

(2018) Wolfgang Teufl et al.   SENSORS

Validity and repeatability of inertial measurement units for measuring gait parameters

(2017) Edward P. Washabaugh et al.   GAIT & POSTURE

25 years of lower limb joint kinematics by using inertial and magnetic sensors: A review of methodological approaches

(2017) Pietro Picerno   GAIT & POSTURE

Adaptive Zero Velocity Update Based on Velocity Classification for Pedestrian Tracking

(2017) Rui Zhang et al.   IEEE SENSORS JOURNAL

Survey of Motion Tracking Methods Based on Inertial Sensors: A Focus on Upper Limb Human Motion

(2017) Alessandro Filippeschi et al.   SENSORS

The validity and intra-tester reliability of markerless motion capture to analyse kinematics of the BMX Supercross gate start

(2017) Josephine Grigg et al.   Sports Biomechanics

Alignment-Free, Self-Calibrating Elbow Angles Measurement Using Inertial Sensors

(2017) Philipp Muller et al.   IEEE Journal of Biomedical and Health Informatics

Wearable inertial sensors for human movement analysis

(2016) Marco Iosa et al.   Expert Review of Medical Devices

Gait event detection in laboratory and real life settings: Accuracy of ankle and waist sensor based methods

(2016) Fabio A. Storm et al.   GAIT & POSTURE

Fast Complementary Filter for Attitude Estimation Using Low-Cost MARG Sensors

(2016) Jin Wu et al.   IEEE SENSORS JOURNAL

A Mobile Kalman-Filter Based Solution for the Real-Time Estimation of Spatio-Temporal_newline Gait Parameters

(2016) Alberto Ferrari et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Utilization of Practice Session Average Inertial Load to Quantify College Football Injury Risk

(2016) Gary B. Wilkerson et al.   JOURNAL OF STRENGTH AND CONDITIONING RESEARCH

Validation of inertial measurement units with an optoelectronic system for whole-body motion analysis

(2016) Xavier Robert-Lachaine et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

An IMU-to-Body Alignment Method Applied to Human Gait Analysis

(2016) Laura Vargas-Valencia et al.   SENSORS

Inertial Sensor-Based Stride Parameter Calculation From Gait Sequences in Geriatric Patients

(2015) Alexander Rampp et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Upper Limb Kinematics Using Inertial and Magnetic Sensors: Comparison of Sensor-to-Segment Calibrations

(2015) Brice Bouvier et al.   SENSORS

Keeping a Good Attitude: A Quaternion-Based Orientation Filter for IMUs and MARGs

(2015) Roberto Valenti et al.   SENSORS

Estimation of step-by-step spatio-temporal parameters of normal and impaired gait using shank-mounted magneto-inertial sensors: application to elderly, hemiparetic, parkinsonian and choreic gait

(2014) Diana Trojaniello et al.   Journal of NeuroEngineering and Rehabilitation

Validity of using tri-axial accelerometers to measure human movement—Part I: Posture and movement detection

(2014) Vipul Lugade et al.   MEDICAL ENGINEERING & PHYSICS

Accurate and Reliable Gait Cycle Detection in Parkinson's Disease

(2013) Sandra R. Hundza et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Concurrent validation of Xsens MVN measurement of lower limb joint angular kinematics

(2013) Jun-Tian Zhang et al.   PHYSIOLOGICAL MEASUREMENT

Tutorial: Implementing a Pedestrian Tracker Using Inertial Sensors

(2012) Carl Fischer et al.   IEEE PERVASIVE COMPUTING

Machine Learning Methods for Classifying Human Physical Activity from On-Body Accelerometers

(2010) Andrea Mannini et al.   SENSORS

Magnetic distortion in motion labs, implications for validating inertial magnetic sensors

(2009) W.H.K. de Vries et al.   GAIT & POSTURE

Functional calibration procedure for 3D knee joint angle description using inertial sensors

(2009) J. Favre et al.   JOURNAL OF BIOMECHANICS

‘Outwalk’: a protocol for clinical gait analysis based on inertial and magnetic sensors

(2009) Andrea Giovanni Cutti et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Joint kinematics estimate using wearable inertial and magnetic sensing modules

(2008) Pietro Picerno et al.   GAIT & POSTURE

Nonlinear Complementary Filters on the Special Orthogonal Group

(2008) Robert Mahony et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

Ambulatory measurement of 3D knee joint angle

(2008) J. Favre et al.   JOURNAL OF BIOMECHANICS

Heuristic Reduction of Gyro Drift for Personnel Tracking Systems

(2008) Johann Borenstein et al.   JOURNAL OF NAVIGATION