585 citations · 841 across the 29 of their papers we have counts for
3 papers · 1 filter
Joint Human Orientation-Activity Recognition Using WiFi Signals for Human-Machine Interaction
Hojjat Salehinejad, Navid Hasanzadeh, Radomir Djogo +1
WiFi sensing is an important part of the new WiFi 802.11bf standard, which can detect motion and measure distances. In recent years, some machine learning methods have been propose…
S-Rocket: Selective Random Convolution Kernels for Time Series Classification
Hojjat Salehinejad, Yang Wang, Yuanhao Yu +2
Random convolution kernel transform (Rocket) is a fast, efficient, and novel approach for time series feature extraction using a large number of independent randomly initialized 1-…
LiteHAR: Lightweight Human Activity Recognition from WiFi Signals with Random Convolution Kernels
Hojjat Salehinejad, Shahrokh Valaee
Anatomical movements of the human body can change the channel state information (CSI) of wireless signals in an indoor environment. These changes in the CSI signals can be used for…