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Multi-modal fusion sensing: A comprehensive review of millimeter-wave radar and its integration with other modalities
Millimeter-wave (mmWave) radar, with its high resolution, sensitivity to micro-vibrations, and
adaptability to various environmental conditions, holds immense potential across multi …
adaptability to various environmental conditions, holds immense potential across multi …
A survey of mmwave radar-based sensing in autonomous vehicles, smart homes and industry
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 …
transforming a multitude of physical phenomena into digital data, it significantly enhances …
Xrf55: A radio frequency dataset for human indoor action analysis
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 …
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
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 …
preserving human sensing. However, the lack of large-scale radar datasets limits the …
PosMonitor: Fine-grained sleep posture recognition with mmWave radar
Sleep posture recognition is practically important in various scenarios, such as sleep
healthcare, bedridden patient care, and chronic disease diagnosis. With concerns of user …
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 …
universality in real-world applications, whereas the domain dependency leads to poor …
iSense: Enabling radar sensing under mutual device interference
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 …
contact nature, privacy preservation, and immunity to adverse lighting conditions. However …
RF-CM: Cross-modal framework for RF-enabled few-shot human activity recognition
Radio-Frequency (RF) based human activity recognition (HAR) enables many attractive
applications such as smart home, health monitoring, and virtual reality (VR). Among multiple …
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
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 …
such as smart homes and health monitoring, and attracted extensive attention due to its non …
PmTrack: enabling personalized mmWave-based human tracking
The difficulty in obtaining targets' identity poses a significant obstacle to the pursuit of
personalized and customized millimeter-wave (mmWave) sensing. Existing solutions that …
personalized and customized millimeter-wave (mmWave) sensing. Existing solutions that …