Bridging simulation and reality in subsurface radar-based sensing: physics-guided hierarchical domain adaptation with deep adversarial learning
Fuente:
arXiv
Saved in:
| Main Authors: | Wang, Zixin, Aziz, Ishfaq, Alipour, Mohamad |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Continuous subsurface property retrieval from sparse radar observations using physics informed neural networks
by: Aziz, Ishfaq, et al.
Published: (2025)
by: Aziz, Ishfaq, et al.
Published: (2025)
Dual-Frequency Radar Wave-Inversion for Sub-Surface Material Characterization
by: Aziz, Ishfaq, et al.
Published: (2024)
by: Aziz, Ishfaq, et al.
Published: (2024)
Bayesian inversion of GPR waveforms for sub-surface material characterization: an uncertainty-aware retrieval of soil moisture and overlaying biomass properties
by: Aziz, Ishfaq, et al.
Published: (2023)
by: Aziz, Ishfaq, et al.
Published: (2023)
GreenScatter: Through-Canopy Soil Moisture Sensing with UAV-Mounted Radar
by: Jacobs, Luke, et al.
Published: (2026)
by: Jacobs, Luke, et al.
Published: (2026)
UAV-Based Remote Sensing of Soil Moisture Across Diverse Land Covers: Validation and Bayesian Uncertainty Characterization
by: Zhang, Runze, et al.
Published: (2025)
by: Zhang, Runze, et al.
Published: (2025)
Dual radar-guided glide path error correction based on the Izhikevich neuron model
by: Gao, Yuan, et al.
Published: (2025)
by: Gao, Yuan, et al.
Published: (2025)
Joint Soil and Above-Ground Biomass Characterization Using Radars
by: Jacobs, Luke, et al.
Published: (2024)
by: Jacobs, Luke, et al.
Published: (2024)
Sub-Meter Remote Sensing of Soil Moisture Using Portable L-band Microwave Radiometer
by: Zhang, Runze, et al.
Published: (2024)
by: Zhang, Runze, et al.
Published: (2024)
Deep learning-based filtering of cross-spectral matrices using generative adversarial networks
by: Puhle, Christof
Published: (2025)
by: Puhle, Christof
Published: (2025)
A deep-learning-based MAC for integrating channel access, rate adaptation and channel switch
by: Xin, Jiantao, et al.
Published: (2024)
by: Xin, Jiantao, et al.
Published: (2024)
Disentangling coincident cell events using deep transfer learning and compressive sensing
by: Leuthner, Moritz, et al.
Published: (2025)
by: Leuthner, Moritz, et al.
Published: (2025)
Seamlessly merging radar ranging/imaging, wireless communications, and spectrum sensing, for 6G empowered by microwave photonics
by: Shi, Taixia, et al.
Published: (2024)
by: Shi, Taixia, et al.
Published: (2024)
An explainable hierarchical self attention-based approach for tremor detection in the time domain
by: Odonga, Timothy, et al.
Published: (2026)
by: Odonga, Timothy, et al.
Published: (2026)
Angle-distance decomposition based on deep learning for active sonar detection
by: Zhang, Jichao, et al.
Published: (2025)
by: Zhang, Jichao, et al.
Published: (2025)
f-GAN: A frequency-domain-constrained generative adversarial network for PPG to ECG synthesis
by: Kong, Nathan C. L., et al.
Published: (2024)
by: Kong, Nathan C. L., et al.
Published: (2024)
A microwave photonic prototype for concurrent radar detection and spectrum sensing over an 8 to 40 GHz bandwidth
by: Shi, Taixia, et al.
Published: (2024)
by: Shi, Taixia, et al.
Published: (2024)
Modeling measurements for quantitative imaging subsurface targets
by: Kim, Arnold, et al.
Published: (2025)
by: Kim, Arnold, et al.
Published: (2025)
Deep multi-intentional inverse reinforcement learning for cognitive multi-function radar inverse cognition
by: Feng, Hancong, et al.
Published: (2024)
by: Feng, Hancong, et al.
Published: (2024)
Activity-dependent resolution adjustment for radar-based human activity recognition
by: Park, Do-Hyun, et al.
Published: (2024)
by: Park, Do-Hyun, et al.
Published: (2024)
GPINND: A deep-learning-based state of health estimation for Lithium-ion battery
by: Lei, Yuzhu, et al.
Published: (2026)
by: Lei, Yuzhu, et al.
Published: (2026)
Broad learning system with robust adaptive kernel
by: Zhao, Haiquan, et al.
Published: (2026)
by: Zhao, Haiquan, et al.
Published: (2026)
Efficient machine learning for motion sensing for lighting applications
by: Pijlman, Fetze
Published: (2024)
by: Pijlman, Fetze
Published: (2024)
Assessing the importance of long-range correlations for deep-learning-based sleep staging
by: Wang, Tiezhi, et al.
Published: (2024)
by: Wang, Tiezhi, et al.
Published: (2024)
Confidence analysis-based hybrid heartbeat detection for ballistocardiogram using template matching and deep learning
by: Cai, Dongli, et al.
Published: (2025)
by: Cai, Dongli, et al.
Published: (2025)
Analysis of Processing Pipelines for Indoor Human Tracking using FMCW radar
by: Wang, Dingyang, et al.
Published: (2024)
by: Wang, Dingyang, et al.
Published: (2024)
Kalman filter/deep-learning hybrid automatic boundary tracking of optical coherence tomography data for deep anterior lamellar keratoplasty (DALK)
by: Yi, Hongrui, et al.
Published: (2025)
by: Yi, Hongrui, et al.
Published: (2025)
Advances in electromagnetic techniques for subsurface infrastructure detection: A comprehensive review of methods, challenges, and innovations
by: Afrasiabi, Arasti, et al.
Published: (2025)
by: Afrasiabi, Arasti, et al.
Published: (2025)
Automotive sound field reproduction using deep optimization with spatial domain constraint
by: Qian, Yufan, et al.
Published: (2025)
by: Qian, Yufan, et al.
Published: (2025)
S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models
by: Wang, Tiezhi, et al.
Published: (2023)
by: Wang, Tiezhi, et al.
Published: (2023)
The more, the better? Evaluating the role of EEG preprocessing for deep learning applications
by: Del Pup, Federico, et al.
Published: (2024)
by: Del Pup, Federico, et al.
Published: (2024)
KAN-powered large-target detection for automotive radar
by: Kulkarni, Vinay, et al.
Published: (2025)
by: Kulkarni, Vinay, et al.
Published: (2025)
Sparse array design for MIMO radar in multipath scenarios
by: Li, Xuchen, et al.
Published: (2024)
by: Li, Xuchen, et al.
Published: (2024)
SNAIL Radar: A large-scale diverse benchmark for evaluating 4D-radar-based SLAM
by: Huai, Jianzhu, et al.
Published: (2024)
by: Huai, Jianzhu, et al.
Published: (2024)
High-resolution single-pixel imaging in real time with iterative or deep learning-based reconstruction enhancement
by: Pastuszczak, Anna, et al.
Published: (2025)
by: Pastuszczak, Anna, et al.
Published: (2025)
Dual-functional microwave photonic system for concurrent radar and secure communication via radar signal masking
by: Shi, Taixia, et al.
Published: (2024)
by: Shi, Taixia, et al.
Published: (2024)
ACT-GAN: Radio map construction based on generative adversarial networks with ACT blocks
by: Qi, Chen, et al.
Published: (2024)
by: Qi, Chen, et al.
Published: (2024)
VCSEL-based PAM-4 transmission system emulator: A data-driven deep learning perspective
by: Deligiannidis, Stavros, et al.
Published: (2026)
by: Deligiannidis, Stavros, et al.
Published: (2026)
Multi-dimensional hierarchical dictionary search for large MIMO-OFDM systems
by: Klaimi, Nay, et al.
Published: (2026)
by: Klaimi, Nay, et al.
Published: (2026)
Channel sensing for holographic interference surfaces based on the principle of interferometry
by: Huang, Jindiao, et al.
Published: (2023)
by: Huang, Jindiao, et al.
Published: (2023)
JNEEG shield for Jetson Nano for real-time EEG signal processing with deep learning
by: Rakhmatulin, Ildar
Published: (2024)
by: Rakhmatulin, Ildar
Published: (2024)
Similar Items
-
Continuous subsurface property retrieval from sparse radar observations using physics informed neural networks
by: Aziz, Ishfaq, et al.
Published: (2025) -
Dual-Frequency Radar Wave-Inversion for Sub-Surface Material Characterization
by: Aziz, Ishfaq, et al.
Published: (2024) -
Bayesian inversion of GPR waveforms for sub-surface material characterization: an uncertainty-aware retrieval of soil moisture and overlaying biomass properties
by: Aziz, Ishfaq, et al.
Published: (2023) -
GreenScatter: Through-Canopy Soil Moisture Sensing with UAV-Mounted Radar
by: Jacobs, Luke, et al.
Published: (2026) -
UAV-Based Remote Sensing of Soil Moisture Across Diverse Land Covers: Validation and Bayesian Uncertainty Characterization
by: Zhang, Runze, et al.
Published: (2025)