Nonparametric Regression-based Step-length Estimation for Arm-swing Walking using a Smartphone.
Phuc Huu TruongNhan Duc NguyenNgoc-Huynh HoGu-Min JeongPublished in: Int. J. Comput. Commun. Control (2018)
Keyphrases
- walking speed
- nonparametric regression
- kernel density estimation
- density estimation
- estimation process
- parametric models
- data driven
- parameter estimation
- neural network
- multi modal
- mobile applications
- humanoid robot
- estimation algorithm
- robust estimation
- parzen window
- kernel density
- total length
- feedback loop
- gaussian process
- mobile devices