作者
Francesca Meneghello, Alejandro Blanco, Antonio Cusano, Joerg Widmer, Michele Rossi
发表日期
2023/6/21
研讨会论文
2023 19th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob)
页码范围
237-242
出版商
IEEE
简介
Thanks to the definition of the new IEEE 802.11bf standard, the development of Wi-Fi sensing applications is gaining momentum in the research community. In this regard, several studies have shown that learning-based approaches that leverage the frequency response of the Wi-Fi channel in the sub-7 GHz bands can reach high accuracy in different classification tasks, such as activity recognition, or person identification. Instead, more fine-grained applications – e.g., human localization and tracking, or respiration and heartbeat monitoring – require implementing model-based approaches to estimate the Wi-Fi multi-path parameters and analyze the time evolution of the paths associated with specific targets (the human body or chest). In this paper, we investigate the performance of six super-resolution algorithms for sub-7 GHz multi-path parameter estimation. Our extensive evaluation indicates that the estimation …
引用总数
学术搜索中的文章
F Meneghello, A Blanco, A Cusano, J Widmer, M Rossi - 2023 19th International Conference on Wireless and …, 2023