Indoor location based services challenges, requirements and usability of current solutions

A Basiri, ES Lohan, T Moore, A Winstanley… - Computer Science …, 2017 - Elsevier
Abstract Indoor Location Based Services (LBS), such as indoor navigation and tracking, still
have to deal with both technical and non-technical challenges. For this reason, they have …

A review on accelerometry-based gait analysis and emerging clinical applications

D Jarchi, J Pope, TKM Lee, L Tamjidi… - IEEE reviews in …, 2018 - ieeexplore.ieee.org
Gait analysis continues to be an important technique for many clinical applications to
diagnose and monitor certain diseases. Many mental and physical abnormalities cause …

Using inertial sensors for position and orientation estimation

M Kok, JD Hol, TB Schön - arxiv preprint arxiv:1704.06053, 2017 - arxiv.org
In recent years, MEMS inertial sensors (3D accelerometers and 3D gyroscopes) have
become widely available due to their small size and low cost. Inertial sensor measurements …

Ionet: Learning to cure the curse of drift in inertial odometry

C Chen, X Lu, A Markham, N Trigoni - Proceedings of the AAAI …, 2018 - ojs.aaai.org
Inertial sensors play a pivotal role in indoor localization, which in turn lays the foundation for
pervasive personal applications. However, low-cost inertial sensors, as commonly found in …

Wearable sensors objectively measure gait parameters in Parkinson's disease

JCM Schlachetzki, J Barth, F Marxreiter, J Gossler… - PloS one, 2017 - journals.plos.org
Distinct gait characteristics like short steps and shuffling gait are prototypical signs
commonly observed in Parkinson's disease. Routinely assessed by observation through …

Inertial sensor-based stride parameter calculation from gait sequences in geriatric patients

A Rampp, J Barth, S Schülein… - IEEE transactions on …, 2014 - ieeexplore.ieee.org
A detailed and quantitative gait analysis can provide evidence of various gait impairments in
elderly people. To provide an objective decision-making basis for gait analysis, simple …

Latest research trends in gait analysis using wearable sensors and machine learning: A systematic review

A Saboor, T Kask, A Kuusik, MM Alam… - Ieee …, 2020 - ieeexplore.ieee.org
Gait is the locomotion attained through the movement of limbs and gait analysis examines
the patterns (normal/abnormal) depending on the gait cycle. It contributes to the …

Inertial/magnetic sensors based pedestrian dead reckoning by means of multi-sensor fusion

S Qiu, Z Wang, H Zhao, K Qin, Z Li, H Hu - Information Fusion, 2018 - Elsevier
The challenges of self-contained sensor based pedestrian dead reckoning (PDR) are mainly
sensor installation errors and path integral errors caused by sensor variance, and both may …

Adaptive gait detection based on foot-mounted inertial sensors and multi-sensor fusion

H Zhao, Z Wang, S Qiu, J Wang, F Xu, Z Wang, Y Shen - Information Fusion, 2019 - Elsevier
Gait detection plays an important role in areas where spatial-temporal gait parameters are
needed. Inertial sensors are now sufficiently small in size and light in weight for collection of …

Fifteen years of progress at zero velocity: A review

J Wahlström, I Skog - IEEE Sensors Journal, 2020 - ieeexplore.ieee.org
Fifteen years have passed since the publication of Foxlin's seminal paper “Pedestrian
tracking with shoe-mounted inertial sensors”. In addition to popularizing the zero-velocity …