Physical-Layer Semantic-Aware Network for Zero-Shot Wireless Sensing

no code implementations • 8 Dec 2023 • Huixiang Zhu, Yong Xiao, Yingyu Li, Guangming Shi, Walid Saad

Motivated by the observation that signals recorded by wireless receivers are closely related to a set of physical-layer semantic features, in this paper we propose a novel zero-shot wireless sensing solution that allows models constructed in one or a limited number of locations to be directly transferred to other locations without any labeled data.

Gesture Recognition Zero-Shot Learning