RNN-Aided Human Velocity Estimation from a Single IMU

Inertial Sensor-Based Lower Limb Joint Kinematics: A Methodological Systematic Review

(2020) Ive Weygers et al.   SENSORS

A Deep Learning Approach to Position Estimation from Channel Impulse Responses

(2019) Arne Niitsoo et al.   SENSORS

Pedestrian Stride-Length Estimation Based on LSTM and Denoising Autoencoders

(2019) Qu Wang et al.   SENSORS

Smartphone-Based 3D Indoor Pedestrian Positioning through Multi-Modal Data Fusion

(2019) Hongyu Zhao et al.   SENSORS

Deep Neural Network Based Inertial Odometry Using Low-Cost Inertial Measurement Units

(2019) Changhao Chen et al.   IEEE TRANSACTIONS ON MOBILE COMPUTING

Probabilistic Context-Aware Step Length Estimation for Pedestrian Dead Reckoning

(2018) Alessio Martinelli et al.   IEEE SENSORS JOURNAL

Step Length Estimation Methods based on Inertial Sensors: A Review

(2018) Luis E. Diez et al.   IEEE SENSORS JOURNAL

PTrack: Enhancing the Applicability of Pedestrian Tracking with Wearables

(2018) Yonghang Jiang et al.   IEEE TRANSACTIONS ON MOBILE COMPUTING

A practical step length algorithm using lower limb angular velocities

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

Mobile Stride Length Estimation With Deep Convolutional Neural Networks

(2018) Julius Hannink et al.   IEEE Journal of Biomedical and Health Informatics

A MEMS IMU De-Noising Method Using Long Short Term Memory Recurrent Neural Networks (LSTM-RNN)

(2018) Changhui Jiang et al.   SENSORS

Accurate Step Length Estimation for Pedestrian Dead Reckoning Localization Using Stacked Autoencoders

(2018) Fuqiang Gu et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Pedestrian Stride Length Estimation from IMU Measurements and ANN Based Algorithm

(2017) Haifeng Xing et al.   Journal of Sensors

Step Detection for ZUPT-Aided Inertial Pedestrian Navigation System Using Foot-Mounted Permanent Magnet

(2016) Abdelmoumen Norrdine et al.   IEEE SENSORS JOURNAL

A Multi-Mode Dead Reckoning System for Pedestrian Tracking Using Smartphones

(2016) Qinglin Tian et al.   IEEE SENSORS JOURNAL

Step-Detection and Adaptive Step-Length Estimation for Pedestrian Dead-Reckoning at Various Walking Speeds Using a Smartphone

(2016) Ngoc-Huynh Ho et al.   SENSORS

Heading Estimation for Indoor Pedestrian Navigation Using a Smartphone in the Pocket

(2015) Zhi-An Deng et al.   SENSORS

Walking speed estimation using foot-mounted inertial sensors: Comparing machine learning and strap-down integration methods

(2014) Andrea Mannini et al.   MEDICAL ENGINEERING & PHYSICS

Unsupervised nonparametric method for gait analysis using a waist-worn inertial sensor

(2013) Mitchell Yuwono et al.   APPLIED SOFT COMPUTING

Walking Pattern Classification and Walking Distance Estimation Algorithms Using Gait Phase Information

(2012) Jeen-Shing Wang et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Adaptive step length estimation algorithm using optimal parameters and movement status awareness

(2011) Seung Hyuck Shin et al.   MEDICAL ENGINEERING & PHYSICS

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

(2010) Andrea Mannini et al.   SENSORS