Continuous estimation of kinetic variables while walking using an accelerometer and artificial neural networks
Sign Up to like & getrecommendations! Published in 2023 at "Measurement Science and Technology"
DOI: 10.1088/1361-6501/acd5f0
Abstract: Measuring the gait variables outside the laboratory is so important because they can be used to analyze walking in the long run and during real life situations. Wearable sensors like accelerometer show high potential in… read more here.
Keywords: neural networks; continuous estimation; using accelerometer; walking using ... See more keywords
Classification of Five Ambulatory Activities Regarding Stair and Incline Walking Using Smart Shoes
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Sensors Journal"
DOI: 10.1109/jsen.2018.2837674
Abstract: In this paper, we propose a novel method to classify five ambulatory activities, i.e., level ground, incline descent, incline ascent, stair descent, and stair ascent walking using smart shoes which contain eight plantar-pressure sensors on… read more here.
Keywords: five ambulatory; stair; walking using; smart shoes ... See more keywords
A Steering Algorithm for Redirected Walking Using Reinforcement Learning
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Visualization and Computer Graphics"
DOI: 10.1109/tvcg.2020.2973060
Abstract: Redirected Walking (RDW) steering algorithms have traditionally relied on human-engineered logic. However, recent advances in reinforcement learning (RL) have produced systems that surpass human performance on a variety of control tasks. This paper investigates the… read more here.
Keywords: rdw; reinforcement learning; redirected walking; steering algorithm ... See more keywords