Cover Image

SMCNet: Supervised Surface Material Classification Using mmWave Radar IQ Signals and Complex-valued CNNs

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Hägele, Stefan, Seguel, Fabian, Salihu, Driton, Misik, Adam, Steinbach, Eckehard
Format:	Preprint
Published:	2026
Subjects:	Signal Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

ACCOR: Attention-Enhanced Complex-Valued Contrastive Learning for Occluded Object Classification Using mmWave Radar IQ Signals
by: Hägele, Stefan, et al.
Published: (2025)

RadarCNN: Learning-based Indoor Object Classification from IQ Imaging Radar Data
by: Hägele, Stefan, et al.
Published: (2026)

RadarFuseNet: Complex-Valued Cross-Attention Fusion of Time-Frequency IQ Radar Features for Robust Classification
by: Hägele, Stefan, et al.
Published: (2025)

Small Distance Increment Method for Measuring Complex Permittivity With mmWave Radar
by: Song, Hang, et al.
Published: (2024)

Joint Multitarget Detection and Tracking with mmWave Radar
by: Zhu, Jiang, et al.
Published: (2024)

Terrain Perception for Agricultural UAVs in Complex Farmland via Rotating mmWave Radar
by: Zhan, Zhihao, et al.
Published: (2026)

Pinching Antenna Systems versus Reconfigurable Intelligent Surfaces in mmWave
by: Samy, Mostafa, et al.
Published: (2025)

Radar Rainbow Beams For Wideband mmWave Communication: Beam Training And Tracking
by: Zhou, Gui, et al.
Published: (2024)

Crowd Size Estimation for Non-Uniform Spatial Distributions with mmWave Radar
by: Pallaprolu, Anurag, et al.
Published: (2024)

Harmonic MUSIC Method for mmWave Radar-based Vital Sign Estimation
by: Hsieh, Chieh-Hsun, et al.
Published: (2024)

RadarEye: Robust Liquid Level Tracking Using mmWave Radar in Robotic Pouring
by: Deng, Hongyu, et al.
Published: (2026)

mmFlux: Crowd Flow Analytics with Commodity mmWave MIMO Radar
by: Pallaprolu, Anurag, et al.
Published: (2025)

mmSnap: Bayesian One-Shot Fusion in a Self-Calibrated mmWave Radar Network
by: Banik, Anirban, et al.
Published: (2025)

FERT: Real-Time Facial Expression Recognition with Short-Range FMCW Radar
by: Kahya, Sabri Mustafa, et al.
Published: (2024)

HOOD: Real-Time Human Presence and Out-of-Distribution Detection Using FMCW Radar
by: Kahya, Sabri Mustafa, et al.
Published: (2023)

Adaptive Internal Calibration for Temperature-Robust mmWave FMCW Radars
by: Salami, Dariush, et al.
Published: (2025)

RIS-Aided Sensing: Experimental Validation of Radar 3D Imaging in the mmWave Band
by: Micó-Rosa, Sergio, et al.
Published: (2026)

Improved VMD Based Remote Heartbeat Estimation Utilizing 60GHz mmWave Radar
by: Gu, Boyuan, et al.
Published: (2025)

Hybrid Beamforming in mmWave Dual-Function Radar-Communication Systems: Models, Technologies, and Challenges
by: Cheng, Ziyang, et al.
Published: (2022)

Sub-Resolution mmWave FMCW Radar-based Touch Localization using Deep Learning
by: Rao, Raghunandan M., et al.
Published: (2024)

Principles and Optimization of Reflective Intelligent Surface Assisted mmWave Systems
by: Yang, Lie-Liang
Published: (2024)

LEMON: Localized Editing with Mesh Optimization and Neural Shaders
by: Algan, Furkan Mert, et al.
Published: (2024)

Passive Respiration Detection via mmWave Communication Signal Under Interference
by: Wu, Kehan, et al.
Published: (2023)

Gamma-Based Statistical Modeling for Extended Target Detection in mmWave Automotive Radar
by: Kulkarni, Vinay, et al.
Published: (2025)

CalTag: Robust calibration of mmWave Radar and LiDAR using backscatter tags
by: Xu, Junyi, et al.
Published: (2024)

SUPER: Seated Upper Body Pose Estimation using mmWave Radars
by: Zhang, Bo, et al.
Published: (2024)

Hybrid Physical and Geometrical Optics Method for Modeling Subsurface Imaging Using mmWave FMCW Radar
by: Ichijo, Kaito, et al.
Published: (2026)

Few-shot Human Motion Recognition through Multi-Aspect mmWave FMCW Radar Data
by: Fan, Hao, et al.
Published: (2025)

Joint Angle and Velocity-Estimation for Target Localization in Bistatic mmWave MIMO Radar in the Presence of Clutter
by: Maity, Priyanka, et al.
Published: (2025)

mmWave Radar for Sit-to-Stand Analysis: A Comparative Study with Wearables and Kinect
by: Hu, Shuting, et al.
Published: (2024)

Scalable Multisubject Vital Sign Monitoring With mmWave FMCW Radar and FPGA Prototyping
by: Benny, Jewel, et al.
Published: (2025)

Dual-Frequency Radar Wave-Inversion for Sub-Surface Material Characterization
by: Aziz, Ishfaq, et al.
Published: (2024)

A Low-Complexity Machine Learning Design for mmWave Beam Prediction
by: Khan, Muhammad Qurratulain, et al.
Published: (2023)

Adaptive and Fast Combined Waveform-Beamforming Design for mmWave Automotive Joint Communication-Radar
by: Kumari, Preeti, et al.
Published: (2020)

Fast Iterative Configuration of Reconfigurable Intelligent Surfaces in mmWave Systems
by: Guglielmi, Anna V., et al.
Published: (2024)

Radar-Assisted Beam Management Framework for mmWave NTNs: Overhead Reduction and Physical Layer Security Application
by: Bozkurt, Bora, et al.
Published: (2026)

Leafeon: Towards Accurate, Robust and Low-cost Leaf Water Content Sensing Using mmWave Radar
by: Cardamis, Mark, et al.
Published: (2024)

Open-Set Gait Recognition from Sparse mmWave Radar Point Clouds
by: Mazzieri, Riccardo, et al.
Published: (2025)

Fast Beam Tracking for Reconfigurable Intelligent Surface Assisted Mobile mmWave Networks
by: Tian, Xiaowen, et al.
Published: (2021)

NR-Surface: NextG-ready $μ$W-reconfigurable mmWave Metasurface
by: Kim, Minseok, et al.
Published: (2024)