PCA-Kalman: device-free indoor human behavior detection with commodity Wi-Fi

PCA-Kalman: device-free indoor human behavior detection with commodity Wi-Fi

Abstract Human behavior detection has become increasingly significant in various fields of application. In this paper, we propose a device-free indoor human behavior detection method with channel state information (CSI) and principal component analysis (PCA), respectively, in the line of sight envir...

Full description

Bibliographic Details
Main Authors: Xiaochao Dang, Yaning Huang, Zhanjun Hao, Xiong Si
Format: Article
Language:English
Published: SpringerOpen 2018-08-01
Series:EURASIP Journal on Wireless Communications and Networking
Subjects:
Principal component analysis
Human behavior detection
Channel state information
Support vector machine
Kalman filter
Online Access:http://link.springer.com/article/10.1186/s13638-018-1230-2

Internet

http://link.springer.com/article/10.1186/s13638-018-1230-2

Similar Items