Multi-modal fusion sensing: A comprehensive review of millimeter-wave radar and its integration with other modalities

S Wang, L Mei, R Liu, W Jiang, Z Yin… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
Millimeter-wave (mmWave) radar, with its high resolution, sensitivity to micro-vibrations, and
adaptability to various environmental conditions, holds immense potential across multi …

A survey of mmwave radar-based sensing in autonomous vehicles, smart homes and industry

H Kong, C Huang, J Yu, X Shen - … Communications Surveys & …, 2024 - ieeexplore.ieee.org
Sensing technology plays a crucial role in bridging the physical and digital worlds. By
transforming a multitude of physical phenomena into digital data, it significantly enhances …

Xrf55: A radio frequency dataset for human indoor action analysis

F Wang, Y Lv, M Zhu, H Ding, J Han - … of the ACM on Interactive, Mobile …, 2024 - dl.acm.org
Radio frequency (RF) devices such as Wi-Fi transceivers, radio frequency identification tags,
and millimeter-wave radars have appeared in large numbers in daily lives. The presence …

Midas: Generating mmWave radar data from videos for training pervasive and privacy-preserving human sensing tasks

K Deng, D Zhao, Q Han, Z Zhang, S Wang… - Proceedings of the …, 2023 - dl.acm.org
Millimeter wave radar is a promising sensing modality for enabling pervasive and privacy-
preserving human sensing. However, the lack of large-scale radar datasets limits the …

PosMonitor: Fine-grained sleep posture recognition with mmWave radar

X Liu, W Jiang, S Chen, X **e, H Liu… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
Sleep posture recognition is practically important in various scenarios, such as sleep
healthcare, bedridden patient care, and chronic disease diagnosis. With concerns of user …

MetaFormer: Domain-Adaptive WiFi Sensing with Only One Labelled Target Sample

B Sheng, R Han, F **ao, Z Guo, L Gui - … of the ACM on Interactive, Mobile …, 2024 - dl.acm.org
WiFi based action recognition has attracted increasing attentions due to its convenience and
universality in real-world applications, whereas the domain dependency leads to poor …

iSense: Enabling radar sensing under mutual device interference

S Yang, D Zhang, Y Li, Y Hu, Q Sun… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Millimeter-wave (mmWave) radar has been widely used in wireless sensing due to its non-
contact nature, privacy preservation, and immunity to adverse lighting conditions. However …

RF-CM: Cross-modal framework for RF-enabled few-shot human activity recognition

X Wang, T Liu, C Feng, D Fang, X Chen - Proceedings of the ACM on …, 2023 - dl.acm.org
Radio-Frequency (RF) based human activity recognition (HAR) enables many attractive
applications such as smart home, health monitoring, and virtual reality (VR). Among multiple …

[PDF][PDF] CRNet: Robust Millimeter Wave Gait Recognition Method Based on Contrastive Learning

Z Meng, A Zhou, H Ma, Q Zhang - APSIPA Transactions on …, 2024 - nowpublishers.com
Gait recognition based on millimeter waves (mmWave) has a wide range of applications,
such as smart homes and health monitoring, and attracted extensive attention due to its non …

PmTrack: enabling personalized mmWave-based human tracking

H Liu, X Liu, X **e, X Tong, K Li - Proceedings of the ACM on Interactive …, 2024 - dl.acm.org
The difficulty in obtaining targets' identity poses a significant obstacle to the pursuit of
personalized and customized millimeter-wave (mmWave) sensing. Existing solutions that …