← Search

Niall Lyons

2 accepted papers

2025

WiSenseNet: A Unified Foundation Model for Diverse Wi-Fi Sensing Tasks Using Channel State Information

ICASSP 2025accepted

Wi-Fi sensing utilizing Channel State Information (CSI) has emerged as a promising non-invasive technique for environmental perception, but current approaches are hindered by task-specific architectures, limited generalization, and data inefficiency, impeding its versatility across diverse applicati…

Cited by 3SourceScholar
2024

WIFIACT: Enhancing Human Sensing Through Environment Robust Preprocessing And Bayesian Self-Supervised Learning

ICASSP 2024accepted

Wi-Fi Sensing is emerging as a transformative paradigm in the realm of smart environments, enabling the ubiquitous detection of human presence and the identification of activities within indoor spaces. This paper presents WiFiAct, which leverages a 20 MHz 1 transmit 1 receive (1T1R) Wi-Fi monitor to…

Cited by 0SourceScholar