Human Walking Direction Detection Using Wireless Signals and Machine Learning Algorithms

 

The dataset is structured with a hierarchical organization, encompassing nine folders, each corresponding to a distinct user. Within each user folder, there exist two subfolders, namely "classroom" and "meeting room," signifying the source of the data collected from two distinct rooms.

Collected dataset characteristic:

Activities - Left, Right, Up, Down, Empty(no activity)

# of participants involved - 9

# of environments used - 2

Wi-Fi router - TP-link TLWDR4300

Channel bandwidth - 20MHz

Frequency - 2.4 GHz

Antennas - 2Rx x 2Tx

# of subcarriers - 56