Differentiable Radio Frequency Ray Tracing for Millimeter-Wave Sensing
Millimeter wave (mmWave) sensing is an emerging technology with applications in 3D
object characterization and environment mapping. However, realizing precise 3D …
object characterization and environment mapping. However, realizing precise 3D …
3DRIMR: 3D reconstruction and imaging via mmWave radar based on deep learning
mmWave radar has been shown as an effective sensing technique in low visibility, smoke,
dusty, and dense fog environment. However tapping the potential of radar sensing to …
dusty, and dense fog environment. However tapping the potential of radar sensing to …
Deeppoint: A deep learning model for 3d reconstruction in point clouds via mmwave radar
Recent research has shown that mmWave radar sensing is effective for object detection in
low visibility environments, which makes it an ideal technique in autonomous navigation …
low visibility environments, which makes it an ideal technique in autonomous navigation …
OpenRadar: A Toolkit for Prototyping mmWave Radar Applications
Millimeter-Wave (mmWave) radar sensors are gaining popularity for their robust sensing
and increasing imaging capabilities. However, current radar signal processing is hardware …
and increasing imaging capabilities. However, current radar signal processing is hardware …
Diffradar: High-Quality Mmwave Radar Perception With Diffusion Probabilistic Model
Millimeter-wave (mmWave) radar has gained increasing attention in environmental
perception due to its robustness under low-light conditions. However, existing methods fail …
perception due to its robustness under low-light conditions. However, existing methods fail …
4d millimeter-wave radar in autonomous driving: A survey
The 4D millimeter-wave (mmWave) radar, proficient in measuring the range, azimuth,
elevation, and velocity of targets, has attracted considerable interest within the autonomous …
elevation, and velocity of targets, has attracted considerable interest within the autonomous …
R-fiducial: Reliable and scalable radar fiducials for smart mmwave sensing
Millimeter wave sensing has recently attracted a lot of attention given its environmental
robust nature. In situations where visual sensors like cameras fail to perform, mmwave …
robust nature. In situations where visual sensors like cameras fail to perform, mmwave …
RMap: Millimeter-Wave Radar Mapping Through Volumetric Upsampling
Millimeter Wave Radar is being adopted as a viable alternative to lidar and radar in adverse
visually degraded conditions, such as the presence of fog and dust. However, this sensor …
visually degraded conditions, such as the presence of fog and dust. However, this sensor …
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 …
Dream-pcd: Deep reconstruction and enhancement of mmwave radar pointcloud
Millimeter-wave (mmWave) radar pointcloud offers attractive potential for 3D sensing, thanks
to its robustness in challenging conditions such as smoke and low illumination. However …
to its robustness in challenging conditions such as smoke and low illumination. However …