Through-Wall Human Pose Estimation Using Radio Signals

© 2018 IEEE. This paper demonstrates accurate human pose estimation through walls and occlusions. We leverage the fact that wireless signals in the WiFi frequencies traverse walls and reflect off the human body. We introduce a deep neural network approach that parses such radio signals to estimate 2...

Full description

Bibliographic Details
Main Authors: Zhao, Mingmin, Li, Tianhong, Alsheikh, Mohammad Abu, Tian, Yonglong, Zhao, Hang, Torralba, Antonio, Katabi, Dina
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Format: Article
Language:English
Published: IEEE 2021
Online Access:https://hdl.handle.net/1721.1/137744