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Navid Hasanzadeh

3 accepted papers

2026

DOPPLER RADIANCE FIELD-GUIDED ANTENNA SELECTION FOR IMPROVED GENERALIZATION IN MULTI-ANTENNA WI-FI-BASED HUMAN ACTIVITY RECOGNITION

ICASSP 2026poster

With the IEEE 802.11bf Task Group introducing amendments to the WLAN standard for advanced sensing, interest in using Wi-Fi Channel State Information (CSI) for remote sensing has surged. Recent findings indicate that learning a unified three-dimensional motion representation through Doppler Radiance…

Cited by 0SourcePDFScholar
2023

Joint Human Orientation-Activity Recognition Using WIFI Signals for Human-Machine Interaction

ICASSP 2023accepted

WiFi sensing is an important part of the new WiFi 802.11bf standard, which can detect motion and measure distances. In recent years, some machine learning methods have been proposed for human activity recognition from WiFi signals. However, to the best of our knowledge, none of these methods have ex…

Cited by 0SourceScholar
2023

Multi-Observation Hidden Semi-Markov Model for Photoplethysmogram Signal Semantic Segmentation

ICASSP 2023accepted

Photoplethysmogram (PPG) is a major indicator of a patient’s physiological status. PPG is generally studied using manually designed algorithms to detect its critical morphological points. However, existing algorithms for analyzing these signals do not serve the purpose effectively and accurately, pa…

Cited by 0SourceScholar