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Hanqin Gong

3 accepted papers

2025

RFMamba: Frequency-Aware State Space Model for RF-Based Human-Centric Perception

ICLR 2025poster

Human-centric perception with radio frequency (RF) signals has recently entered a new era of end-to-end processing with Transformers. Considering the long-sequence nature of RF signals, the State Space Model (SSM) has emerged as a superior alternative due to its effective long-sequence modeling and…

Cited by 1SourcePDFScholar
2024

Enabling Orientation-Free Mmwave-Based Vital Sign Sensing with Multi-Domain Signal Analysis

ICASSP 2024accepted

Contactless vital signs estimation using mmWave radar has gained significant attention. However, existing studies are built upon the radar being directed facing the thorax to capture fine-grained vital signs, ignoring the angle variation between the radar and thorax in practical deployment. In this…

Cited by 0SourceScholar
2024

Learning-Based Tracking-before-Detect for RF-Based Unconstrained Indoor Human Tracking

IJCAI 2024poster

Existing efforts on human tracking using wireless signal are primarily focused on constrained scenarios with only a few individuals in empty spaces. However, in practical unconstrained scenarios with severe interference and attenuation, accurate multi-person tracking has been intractable. In this pa…

Cited by 0SourcePDFScholar